{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Using pycwr for ploting data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## read radar data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "from pycwr.io import read_auto\n",
    "import matplotlib.pyplot as plt\n",
    "import cartopy.crs as ccrs\n",
    "from pycwr.draw.RadarPlot import Graph, GraphMap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "PRD = read_auto(r\"E:\\RadarBaseData\\WSR98D\\Z9898\\Z_RADR_I_Z9898_20190828181529_O_DOR_SAD_CAP_FMT.bin.bz2\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plotting PPI with map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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dz9uVEbfWLuCMwhERlFJSdM5CyyiO0NijlOpgR5luaHMNWimlokQkEM1PWKG5mdZWSj1cVDl2zUgTEVdgObDIWuDqLEabiWYPb6KFxHPgoEJSp04dbrnllvJuRqlTr6YHOSbFxbi8cBeuzk70DPVj3d5YDpxOpDgKTkaWiZOXUjkdlX9SW1xyFjmmG05ZGog2izQKQCkVpZTKUdpEsLlosTGKpEiXMdEeiV8DR5VSHxrSmyilTui7g8mLBlQoSqn1urtOnSIzO3BQDly5coXWrVuXdzNKHRGhbUNfth9LYGiXQJydNWUyOKAKw7rVYsOBWI6eS8bJScjOUWTnmMjOUXhXcaGmjys1fN2o4eNGZHQql+IziE3MwknA2cm2Upqclk1VL9eyvMTrzf0YouKJSG2llDkWxz0YwgYUhj1+ut3R3LAOich+Pe1F4BERMcezjUSL+mMvb6LNinHgoELx9ttv06FDBzw8SvaqXdFpVteLyOg0/g6Pp0fLvEBuvp4uDOkcSExiJs5Ogquz4OIsODsJSWk5XEnMJDYpkzNRaSBoAtcJAqq60byuN9uOxpOVY6nZxqdk3TBCV7SVXfphGd71/0SkLbod2upYwWVVdHupw6broKx47bXXAJgxw+bQxA1DRpaJ5dsu07lZNRrV9iz6BCuiEjL4dXc0GVkKZyfo1rw6gdXdWbUjiszsvP9qaLC3hWC3l4pq0y0tKspqwA4clCvLly8nNTX1hhe4AO6uTvQLq8mfR+I4dCaJtMzihE6GwGruDOtaC19PZ3JM8Hd4Aiu3RxEa7GNhajgSmUxUQoVbz7TccWi6Dm56vv32W5YuXcqCBQuoWbNmeTenzLgcn8GRs0lERqdRq5obzYK8CQn0LNBGa016Vg5r98RwOV4L+ObsJHh5OJOankO2SXEl6hxpCReYOvYOAmpUtbtdN7qm6xC6Dm5qPvjgA5KSknjllVdwcro5X/wysnL4aXsUaZkmlIJGtT1pWteLgKpuua5lBZGQksWiP85y4vBOLkYeB1MOvYc+xIXIk2xYMZdWHW7H18eb+wZ2I+Lw3wwePBhfX99Cy3QI3XLGIXQdlAZ79+5l+fLlnDp1Kle4ZmZmUr9+fT744INybl35k5Vj4ped0fh5u+JdxYXjF1IQgaZ1vWhSxwufKrbH3CMiInjh7Tk0b98Xv8C6ZKSmsOOPH/H1C0BEaBLamb9/+wGfajXo37snR7avYvKkSTRs2LDAtjiEbjnjELoOSoMJEyZQq1YtXn31VZycnMjOzsbFpdIH2StVMrJMfPfnJe7q6I+ftyvRCZmEX0zh1KVU/HxcaVrXi0a1PXF1znsjuHz5Mu9+NBv/lv3xC9DiiGdnZWLKycHNw8aCE/HhtG3oQ5cuXfIf03EI3XLGIXQdlAbJyckMGTKEDRs2lHdTKjR7T14lISWb3m3yVtLKyVFExqQRfj6ZmMRM2oT40qq+N64uTvrxHF6c+QHewd3wr134QsBpqUm4RG9nyqRHCsxT0YSu7hr7nSGpIVqEuvl6egiay9gIpZStxTotuDmNWA5ueEwmE+np6YBmWhg9erTDjGAHrer7EBmdRnJaXkx/Z2ehYS1PBnYI4K6OAURfzWTx5oscOpOEUgpnZ2fefPkZzh/ZTOzlwkNYV/H0YX/4Ra5evXq9L6XUUEqFK6XaKqXaAu3RVvhYATwPbFBKNUFbheV5e8pzaLoObkgmT55MYmIi2dnZ1K9fn3HjxtGqVavyblalYNs/8Tg5Qdfm1QvME5eUye/7r9C4jiftGmmeCanpWYyb8gq3D51Y6KBkWmoSsUd+5c1X/mXzeEXTdK3K7Q/MUEp1F5FwtKBdl/QQuJuUUs2KKsNh1HJwQzFlyhTi4+Px9/dn4cKF5d2cSknrEB+W/3WZdo2q4u5qW3j6+bhxV8cAftoeRVJaNoHV3PFyd6Zvz678c+AvWoQVvEJOFU8fMlwD2bX3AB3bXZ8YF0FVmzK91xd25X36p741RWS3IWmOUmpOAdlHkTcVONA8DVgXvAH21OcQug4qLYsWLeKbb76hVq1auYFaQkND+eyzz8q5ZZUbX08X6tX04J+zyYQ1Kti9y8vDmcGdAzhxMYULV9JJyzCRmOnOycO/FSp0ARq2uY33Zs3huaeq0b5VcGlfQnGJLUaUscHAC9dSmUPoOqi0fPrppyxfvpy1a9fecGEYy5t2jXxZtTOaVvW9cStA2wXwruJCWKO8iQ+DOt3B7h3biizfycmJbgPH8vIbHxDavAFvvzwN54rvJ20RZQyIMge90c0L0fYU4hC6DiolJpOJoKAggoKCHAL3OuDn40a9mh4cPJNEhyb2zyYDyMzMIDM9zbbLmAGPKl4MfvBZ/vx1EcPHTaN54xCqVewAORZRxoBVwDjgHX1rVxCvCv9oceDAFlu2bCEsLKy8m3FD06FxVQ5FFj82g5dvdbKzM+3Ku2vTT7hX8ST2Shw1W/SjaquhJWnqdccQZcwYT/wdoJ+InNCPvWNPWQ6h66BSsWPHDho1asRHH32Ev79/eTfnhqaqlyshAVU4ei7Z7nMyMzPJTE/F09s+7dhkyuHU0b106jUUd3c3bmngU9LmXleUUqlKqRpKqauGtCtKqT5KqSb6Ns6eshzmBQeVio4dOxIaGsrkyZO54447yrs5NzyhwT6s2xtD24a+OBURhwHg559/JrRDb7vL79x7GN37DqNlfW/aNa6Kh6vztTS3UuDQdB1UKpycnOjduzcmk6m8m3JT4F/VDS8PZyKj0+zKf+HCBQKCCo6rYIvm9bzp1sLvphC44BC6DiohTk5O5OQUz85YWsgxQY5dk99+paNVfR+ORNpnYlBKEbnnZzLT0zgTvr/oE4Cz0ekkp2cXnfEGwWFecFDp6NSpEzNnziQuLo4HH3ywXNqQdEoTvEtSYULojT1jslEtT7aHJ3A2Jo36/oV7JEyZMoUzZ85y//gn8ParTUiztkWWn5iWzYq/L1O7usdNIXwdmq6DSkfnzp1ZsWIFCxcuJDY2tszqNWu4agb4GNzj5xy+sTVfZ2ehX1hN/jh4hfjkrELzOjk50bBhCI2bhzLsYfvnEKSkm4i4lJobEL2iISLVRGSZiBwTkaMi0lVEXhWRCyKyX//caU9ZDqHroNKRnZ3N/PnzeeKJJ3j99dfLptKRumDVJ4vKv8NgD9x/tGyqL29qV3enS9NqrN0TQ0ZW4fb0P7duIy1LyMm2X2t1dtJWnvCpUmHtup8Aa5VSzYFbAPMv/5E5GI5S6ld7CnIIXQeVjhEjRpCWlsb8+fM5ceLEda1L9rRD9rQj8XuYrcsQeQ3w2peb50Y3L5hpXs+b+v5V+G1fLCZTwde859AJOvQaWuTkCAAXZ8HX04X2jaoyokct7ulaqzSbXCqIiC9wG/A1gFIqUymVUNLyHELXQaUhNjaWMWPGEBoaypQpU1i+fDm//mqXclEiZE87ABJP7cN3hKbVXh2bJ3x9W4PPfTeHwDXTtXk1AP4+ZilzcnJy2LhxI1lZWfg3aM/fv/1QZFkuTkKLIC/uv6027RpXpaqXq0VIyQpEQyAG+EZE9onIVyLipR97UkQOisj/RKTgsGwGHKEdHVQYjhw5Umj4xcmTJzNkyJAy88+VYwIpYVztsI+qCyDRXUv3bY1mZugAqvnN1zczsky8M+dnYk/tYvCAnvTr149XX32V9evXE9yoOSlUp8fAB/CtXvjkFRdnwd/XjYBqbrlpSWnZ3NEu4JpDO4Y5t1ebq/xlV96qKR6RgHFwwCLKmIh0ALYD3ZVSO0TkEyAR+Fw/TwGvA7WVUg8XVZ/De8FBufLEE0/QrVs3jhw5wtmzZ0lLS2PBggV4enoSGRnJtGnTqFevHh999BFvvfUWI0eOLBOhax40u9pBMyNcHav9s6ouMGTaDTS/7k0pE5RSLFi8jH/CI2gaEsjDDxcsO9xdnQhr4MnPZ2uyedtOQtv1YMCoadTvcj+vTbmP9rcOKlLgAmTnKC7FZ3ApvtyXaS8qyth54LxSaoe+vwx43hD4BhGZC/xiT2UOoeug3Fi3bh1eXl5s376dwMBAFi5cyN69exk+fDgzZ85kxowZfP311yxbtowXX3yRxMRE+vbtW3YN3A2n9a85tKfdiD0kdtP2zQEPjT67qrnK83DQNeDc4ylanAjVfu/1bnWJ+HbhEiJTqhHWdxzndy1BKVXgSsAZmVn8vHotfe+dxO49exgx9lHqBDclLSWJrv2Gc9td5ePGd71QSl0WkXMi0kwpFQ70Af4xRxjTs90DHLanPId5wUG5kZqayiOPPEK3bt2YMmVKbvrJkyf58ssvGTt2LG3atAFg2bJleHl5MXDgwFJtgyzUheQYG31spJD4fZ7gvWWEtk16W9suSYWJLmgC1TCwlg/dFGHOV9FMEku++4GD57IIbqXFwE0//TsPPTCMatWq5csbGZ3Gy29+SOPWPQio2+C6tGfSncFlbV4ocuUIEWkLfAW4AaeA8cCnQFu0l6AzwESDEC4Qh6broNzw9PRk5syZvPfeexbpjRo1ypc2fPjw69KGxG6gGoEguTbaXO30bpj9MoxqDb5mgTsc2IO2UhboAnVfnmDFmG61ZR90IJ82XJ5kZmay49A5mnfPu7+HIy5StWr+gDXhF5JZuekoLu7e103gVlSUUvux/IUBxpakrCK9F0Sknohs1B2Cj4jIND39Pd1R+KCIrBCRaoZz3hOR3SLSU98PERElIlMMeT4XkYdK0mgHNw6rV69m6NDyCeeXdEo0AQqon7WtefAsUR/bmegCSw9B4vdWJ++B+z1hdlusBKsNCkg3a9n2oJS6Lp4aGzZsIKRlx9z9lKQEomMTOHHhKjFXM1i7eTd7T15l48ErbDwYx/YNyxFxZt4Hz/D7j3OJvnim1Nt0o2OPy1g2MF0p1QLoAjwhIi2B34BQpVQb4Dj6EhYiYh5auA14wlBONDBNX/LCgQNAC0bu7Fw+DvG+f4EakbevZpBre/XV30wT3WDifpCTupYLeVoumuC1YDd5QtZa2Np4gbU3lkN4eDivvPIKycn2h1m0BycnJ5LS8iY7eHpXpXWnPrzy1qdMffE9Zr75f/yx+wxLv1/Gge2/kRgXQ3CT1twz/nmO7d+Ki0uFDjpeISlS6CqlLiml9urfk9BmYtRVSq1XSpmd6rYDQfp3Z8CEZucw9qYYtGWKx5VS2x3cAHTt2pUNGzaUeb1yTCyE4IHvdVvtUc02q8Yo1BjFklSgg2a/pb3+2WNZVq62q38v6GOBlTmiKME7efJkWrZsibe3d3EvtVDqBzdi8y95LhkiQr1Greh190MEBjUirNtAwvdvY9+2NVyJOodvdX9q1qqPm7sHdUOa4xdQt1TbczNQrMkRIhIChAE7rA49DKwBUEodATyBrcAsq3zvANNFpMLO9XNQttSsWZO0NPvCBpYquglBvtfstQ2wjKdgnhgxIVShmism7gdfPSzAkhZAe10Qo2nCZqE6cb/2MX83bnO14ILMEAUQFRVFYmLidblPVxJTadK6i81jyVfjyMrK4NSxvXS/YxRNQjuTnpbCD3NnsvjzlxBxzK0qCXYPpImIN7AceEoplWhIfwnNBLHInKaUmpK/BFBKnRaRncADRdQ1AZhgb9scVF6qVq1KREQEsbGx1KxZs0zqlD3tNG+DPeCzTE/7HpIAMrDpiaDGaANsvn9Zaq1mM8REqyiGRkFs3Brzzc7WvR8M7bLlUubq7kFiajYvvD0bpRSnT59m5MiRrFu3Dj8/P7uuecuWLXh7e9OuXTuLdL/AYM4cn0uT1p1zV3uIuXQWn6o1SE6MI+ZSJMMefgFnF1d+/Pot+g9/XFuOJysDVzcPu+p2YIldQldEXNEE7iKl1I+G9HHAIKBPMfy63kJzLt5SUAZ9NsgcvQ5VmM9gZUYpxYIFCxg7duwNeX32EBAQQJcuXdi1a1epu4MVxZIWlk/2JS1gNjBRt+taC0HVXEFzLX3i/kJcxKywFsg203VTgy3PBr9qValRqx5vvfsR9w3px6I573P58mWmT5/ON998U2C92dnZLF26lLVr1+Pk7ESDkGAaN26Mr2/esupX03IIadaWY/u30q7HXQAc3L6e2Khz+NcKpnPvewABgREAACAASURBVFi/fDaxlyJp3KoT3lU1IX+zCVzdUeArIBTNdPowEA58B4SguYyNUErFF1WWPd4Lghbo4ahS6kND+gDgOWCwUirV3sYrpY4B/6AJa7uYN2+evVkrPDNnzuTQoUMkJiYyfvx4Dh06xNGjeaGqzAFWbnQWLVrETz9pi6eOGDEi9/v1xqzlzs7WBsGS3tZtuYbBMbz2af60BUxkUO33an69LcI0YWm2zVptjaYGsGHXNbIbCw3b2sbbvkNncrKzef/NVwgICODll19m1ixr650ls76cQ4qTPz3HvEHP0a8T1mMQCxcuzD0elZDB3K/mARDWPS8qYfTF0zg7u9B76MM4OTnj7evHfRNmsGtT2fxGFRRbUcaeBzYopZqgjVc9b09B9mi63dH80Q6JiLkLvYjmGOwO/KZraduVUo/beQFvAnarCnFxdq33VilYtWoVrXqN4b7R/cjMTCc7K5O1v23k9tu68dFHHwEVd9ZSUaxbt46goCBatGiBk5MTmzZt4pVXXsHf3x83NzecnJxyNfomTZpw4cIF5s+fT2ZmJnfeaVco0mvHax+Jh3S7rM6SVJiYoU9w2K2bEux98JknRhQgeI3uZBaabQLM7mWVttvyXKPWe8+9I/jg489p0iiYr776qtAmmUwmXnv3v6xes457H3uZ6gpychSXCWTdnwcZODSBc3Emdh4+w4kju+nUexjhB7bRvK02OeKWbgOoG9Kc1OSrVA+ow4aVX3P2xEE69x5m3z25wTBEGXsItChjQKaIDAF66dm+BTahKaKFUqTQVUptxdILwYzdToNKqTNoarl5/wDFGMS799577c1aoTFrJp+++Sx9h08itGNvfv9xLht/+h9XrlwBKq/A/fbbb/nzzz/x8/Pj3Llz5OTk0KRJE3799VeLEffz58+TkpJCs2bNctNMJhNOTmUzKKOaK5LchPsB9hiEr9c+TYDq+/b8Dqr93ly/3tx9s73YLGyt3cQ6oP01P4SJ1hO+soEELIXvbpDdwql+Kbi6ubN71wG++uprHn30EZttunI1hQ/nrgCfRox79iNcXd0tjjdu15c3Pl1IZPh+atYOZtCYZ1jxv7dx8/DMFbqJcdFs+HEuyVfj6HvvBMY98wFX46Ko6hdY5D2ppNQUEePwpkXAGyyjjN2C5r8yDQg0z0BTSl0SkQB7KqsUM9JCQkLKuwmlwsSJEzl69Cji24AWHbUVU7v2u4/LEbvo2LGjTbvu9OnTGTVqFB07dsx3rKKwd+9e1q5dy5IlS4rMGxQUlC+trASuGZ+GSlvtoYWuadryn9U13aKEr/WsslxBbMboGtYB+Ab4AW2mPlhqxHuAjWi6kmChJft4uJCemky7XsPYf+oqaRlZuLs6W9w7pRSDh91PUNP2dO/fMZ/ABWjcqiNHdm+ka/+R1A3RHnyd+wzDu2qN3Dx1gpvSte991KxVj1r1mwBUOoGbYTpGREp3e7MXFfDGBWgHTDFEGbPLlGCLSuHz8eWXX/LFF19UejODk5MTo0eP5vDebWSma+4/uzb9xJNTn2HatGnceuutPPPMMxbnbN68mTFjxtC2bVv++OOP8mh2kaxbt46JEyeWdzPsRo4JE110zwHzTDJdW81Ft68W174ue9ppZVmbGZq0hc1Ag8aaQ+UjaN7sG9GGjJcDq4FULN8rdf3L/2d3qtaoRd0GLbmSmEarNu35eeM+snM0oa+UYsP+GAKCW3H74PEFBhAXEUI79s4VuAB1gptRu17j3P36jVvToefdhDRri0cVL1vF3GzYijLWDogSkdoA+jbansIqhab7+OOPk5yczNy5c+nTp09uEJTKSOfOnRkx9hEiz0dQJ7gZsZciSXIeSq9evcjIyKB7d8un865duxg1ahRnzpzhhx9+4PDhw0ydOvW6tU8pxdGjR2nRooXdHhXx8fEEBlYiTSglzNIE0CIs17xg1mxzo4TpA5u2NN7s7GymT5+OUopBgwZxx/k7YGctaHAZGgPJTaHzcS1zzn6Y4w0ZEdrY92C0wbswtLHvh4BdFOrD+0PKq3zU8AhNQjvRumNvFixdyR9/H+T+4UOJSUjlzf9Mo03nPhbnXIk6R2rCJaKjojkbcQifajXoO8zSGzM1+Spu7lVwcXVMFrVFQVHG9M84tPkH4wC7RhorhaYL4O3tzVNPPcXx48eZNWsW58+fzz1mMpks9isS6enpFvtKKa5cimTV/Pf5a/33dO5zL0u+/ojUbFcG3nkX9957L4sXLyYrS1sAMCIigldeeYUaNWqwa9cu5s+fzwMPFOrmXGJOnTrFgAEDePDBB9m7137bclRUFLVr174ubSotzMLTQnM1BiEvIlKYLY139+7dbNu2jf3797N06VK4GAweTrAfbarQX8fzNGi3ttCrKpiqQIsaWsjr14ChQH+02FVXgNHYNHfQAagNT7fQgrz7BdSl77DHyMjI4sOPP2XBN3O5ffD4XLcv0Pra8d1rUNF7eXhIe3p1CyMtJSlf0bXrN6GKl0+B1+4AgCnAIhE5iBZZ7C00YdtPRE4A/fT9IqmUoR1TU1P55JNPmDp1KhcuXGDVqlWYTCZGjhxJcHBwObU0P2fPnuWxxx5j3bp1uWkrV65k5utvkJguNGndmSHj/s2n/xkLSpGRmsimzZu5564+vPXWW/Tr14+OHTtSrVo1fH19CQkJ4dFHHy2WFmovc+fO5fz584wePZrPP/+cGTNmUKNGjSLPi42NZfLkyXz/vXVEmIqFdVxbM/YMmFkLXOtzEhMTefXVV0lPT6dXr96M3DQVnC9B+6bQ2gtyFHx0AWKz4Mk6EGSwtZoFfUqYNgV5PxAH9EYTtIfQQmPXBuqh6VjArNOR+doZe/ksUedO4uVbHRQc3bWWc8d2sHr1L3w+6yuqNb4NrxrBZW5DLy6lEdqxpXiphbQoOiPQnj1FhnYsTSqFecEaT09PJk6cyPfff0+VKlWYPn06OTk5fPDBB0yfPh0Xl4pxWW++9Q69B9yDyaTIzMzg4MGDhIaG4iTgTBaJ8bEc+Hs9Ix9/De+qfqQmJzL24UnkmBRNmzYlJiaGp59+mo8++oguXbrQv39/WrZsWertjIiIYPbs2Xz4+VeMuv9+Nm3caOFAX+g1vvkmL774Yqm3qSAKetUvEmubbTHKMx8vKK+vry//+te/uBQdz7wVf9LsrwaEZyTA6CpwIBnWnoARLaCBB7OiV+az/E1qEJzndtYB+D80L9DDQVDtPNxNnu9PDtqAm2FhhoTYyxze9iM1fNw4duI0cXHxpCXF8ueGNZw7G8nqX9fiFtQFH/+bKxxjRaViP/IKwc/Pj/HjxzNq1ChEBBcXF0aPHm3h/J2ens6WLVvIzMy0q0ylFMePHycjIwOTqfBlpgti+fLlgPaqHp2Yxbz5iwjr0ovu3Xvw5JNPsnjxYl577TWaN2vC5fMnibkUSWBQQ7x8quFfuz6jnnwHv3qtuGfYvaxdu5bRo0ezcuVKzp49y4kTJ4iIiChRuwpi586dfPnllwBsPZrAlcQsDpzO/woK8Morr/DZZ5/l7n/77becOnWKtm0L8/ovfYozgcSevPaWVZhw9qrqz+EYL1Yu/Iymbboy81/r6fV2GM/GvQ2XfSHDxCdnl5AQeznfubNOR2oPBfOD4YkwGBYGD53XzA9mC1VKGHe9/TTt5ub5NKfFnWfP6o8ZM7QXt3W5hTbtevDIc5/T8fb7+M+MmaxatYpD/4RzaFeBE0AdlDGVVujaIigoKDcoyPbt25kzZw6HDx8u0t6rlOLnn3/m008/JTw8nLlz5zJjxgzNTmcnUVFRDBkyhLff1pYVqF8/mCrVgkhNvoq4VGH0k29Q09+f2NhY2rZtS2CDW8jKSKdzn/wO5ykpqVxNyaZ5mw4cOHiIL2fP4WpiEo2bNOGHH/Kvspqamsro0aNz9xMS7F8dOiQkhFq1atG2bVsyEy8z5KF/8/rrr/Pscy8B2qtzRkYG0dHRREREsGXLFkaPHs2oUaO4ePFimS2fI8cEWSjMdt/HbPeSeRYUxLX6RueYFKt3RbF84X/x9vXjjvsmkXQ1FmcnZ8IP/MWE2/6P27/vxop573B0359sWZ2nGOzbtoZt65ZqGrDZ1KDPiMvF8OK7euha7nzgKQAyM9I5d3ANNar50q9/f64mZ/LXlrVsWb2Arv3uI7BeMyIiIqgRGEST0M7XdI0OSo+K8R5eiiil2Lt3L6dPn2bq1KnExcWxePFinnzySZKSklizZg233HILp0+fpn79+uzevZsrV67Qp08f7r77bouyFi5cSHx8PNWrF76yckZGBomJiVy4cIHg4GBycnL4c+9JTvyzF++qfjzy3KecOLyTk2cu8MAjT3PnsDEkxF1h8IPT8ama32467pkP+G7WK7z58TxCmtxC7FVPXP1D+TvSnTMJ7rzxxXJqBzVi9Q9fE3HsAA0bNyMy/BjR0dG4uroyYMAAduywDgRnm4CAAJ599lkA7h4+Dhef2ihlwj2gFafPnOHJJ55gwoQJREREMGrUKAYPHmznL1HK7DZE8sqwb70xe4RyaUxG+eufOHb8tYW05ERSkhI4f+oogXUb4V21BgNGPsGB7b/ROLQjVasHcPzwDpoaBGBY94GsXvwJaalJzDodqZkaIO+7cYDPax80CKOul+butXHlVyRcOk5gvca07z6Ahi07Eh8bQ++hHTCZTCxd8BWDB/bm6D//0GlQL2Ivn2X9D1/SqGUHmw97B2XDDSd0O3fuzPHjxxk1ahSgmSFEhC+++ILExERGjRpFREQETZo04dy5cwwYMICAANsTSfr06ZPrpta+fXubea5cucJdd93F+PHjWb9+PcePH+e9j2dxLskT3+r+3DP+eUwmE3+s/Jr0TBPLf/6dhLgrBDVsScv2vWyWKSJ0un0oDZq3yzdg1rbnvVw6e4Jdu3bi6RfE+OcmkpaSRHxSOiPGTiD5iqbVl8T2+exLr/Pmm2/Rpkt/Fn45E1PyONq1a0f//v25cOECu3btIiYmhkcesT0b6rrSASbmztTaB7elIlvEwlZr83rNM80KSDMKZuvzd+7cyYcffsiSJUtsDlwmpWWzZvsZvp37Ga079WHYI5ptOyM9ldmvT2DkpJn8/fsyLkUep0PPu1EmxYART+Qrq889j+LuoUdDNwhZW4NlRqoHBHHu9DECXH0I7dSHrn3vw9u3OkENWyIi3PXg86ya9wYePjXwqPk77W8bRJM2XQhpWrbmIAeWVErvhZJgLqO4o/5KKRYtWkTHjh2pXbs2MTExANSrVw8nJyf+/dLr+NVuSK++d+Lp4ca2TeuIzfTm3JkIghq2pE5wUy6fi2DV/Pfx8q3O2ROHaNt9AANHPnnN12SLSZ53w6JoeKwWqqNtF6iCBM2B45f4z+vv03fYY/ww+zW69buXelVimTL5cfbt28fjkybz9FPTGDFiRJmOgOe296jV9bTIPzhmS/BaaLxGb4ECMJfRoUMHevTowdixYwkLCyMrB1Izcvhrxy4iz8fiVqstm35dgrOLC51vH4aTvgLG3q2/cuDvdXj6VKPnoAepFdSowLo2/fItXfveR0pSArNfn8CkGV9TrUbp+Twf3vUHFyNP0Ln3PVT1s2uWarlTEb0XROQMWvTPHCBbKdVBRF4FHkObIgzwolKqyPAIN5ymWxAldbESEUaMGMG///1v6tSpQ0hICJejYjhx6jy/rvmVu8Y8y+8bfmfHnoP0Hz6Rn1avxy+wHgF1gqkT3BSAgDoNuHvsdDLSUrh7rG2TQqnh7cyGUYvw9/C3ebig6a3ZOYp9RyLwre6Pu4cnY6a9y7mTR0h3cycuOZOadRtTp0knPvx0Fp07d6ZBgzIcCR+4DbZ4wjN6MLs13XXhuS9PMyxEiM7/52kebKkFE7LIl2GCQynQrAr4WP4V/t5/iqZturF6/SZ+XruRnoPHA07UqteIy+dOsmHFV7h7eBLSrC0t2t2KGB5C7XrcSbseRQfwyUxPIz0lGXcPT5ycnHjo2Y/wqVa6fSO0Y29C9SnnDq6Z25VSsVZpHyml3i9OITeNpmsvJpMiKS0bk9K0XJPStJsLMckkZUDs1SwS07RVitJSk9i0ah6NW3WiTkgz1iz9DBdXd7rfMQr/2vXLrM1mPFyFbiFZrPxxGVOnTsXDw4PDhw/TuHFjPDxsxz89f+ECn81eQOPO97B+1WLadO6Lf23NrnhoxwaiLpyk+x2jqOLly+rFn1CvUSgtg9yZ9+WHbNmyBU9PT0wmEyJy3WMCy552zHbfx/2e4BuvC0+rmWTW/O9//2Pd5r24urnhIWnMfPVlIiIi6Pn4AMuMb4awJ3ghLUNv4ceNR1n23WJqBAZRt2EL1n33X/wC6lIjsB7/7NnMnQ9MIzCoEfPef5p+9z5G/catS3xNN2qs6GuhAmu6HYxCV9d0kx1C9xrIzDaxZncMl+IzSnR+WmoSHlW8y/xPlJ2VyfplX9IsJICw5kGMGDEC16XagoG3zrmVb775hkaNGrFq1SqUUvTu3Zvo2Kukii8vvfAcB3Zvo2u/++jYawhePpahr67GRbFz40q8fKrx128/0H/4JJwEdv62iIBadWjSojXrVy6mVYsmzJs3D09P65UaiyY1NZVjx47lW9XAiDEO7kQXSDwEPvcV3S+eeHIq+45fxtvXj/CDf+Hu4kTzVm0JatiCvbu24elTkxZhPUhLjGbLr0uY+NIX7Nr6G7fdNQYXVzfSU5M5cWgHra2m15Yle/78hXY97rpphHNpCN1WImqxnXnbQiRg1GCto4whIqeBeLRJ3LOVUnN0ofsQkIg2gXu6PUHMHUJXJzUjh9U7o7mSnHXd6ypt1v/wJTUCg/hqyByIOKA533uihVrudSfTn+lEanoG586eRYkT3n51yFYuuLl74hdQh3qNWhUaRUopxZWoc9QIrEfS1Sts/30Ztw58gOzsLC6dPcHxnau5fOYIq1evLnYMhri4OD777DN+/vlndu3aZVOwyJ52JFbfpy2N0yJMMzcAKtp2UBcjH/x3HjsOReLk5IRvdX/SU5NwcXWjRkAQIc3a4uziytrv/kt6WgoBdUJITb5Kg2ZtSUtNqjCv5ZfPnSSgboMKP5OstCgHoWuPpltHKXVRD9/4G9q04HA0Ya3QJnbXVko9XFR9N41NtzDik7NYvSuK5PSSTYgob5q17c47lwbB0jrazx9eHXrHQ//PGTclkw+GLwCT4rNLP5QoqImIULOWZi7xrVaT/sPzYtV7tazG+cMb+fTTT4stcE+cOMH9998PwDfffIOIsGPHDkJDQ/Hy8srTbvVZs4nu4Ht0n2bf3Q3axebn2LFj/LVzL/+ER3IpLoW2Xe8qdNXa5KtXOB2+n1bte9KoVUeoYIpIrXoFD8Q5KBuUUhf1bbSIrAA6KaVyZ5yIyFy0CdtFclML3RyT4sDpRA6cSiQju2L90YrDO36DwA9oEQgJF2FJPE+kf0PT+V2Z1qI5pIQxK/YncC39uvf/vY7ho8bRrZvtFWULIzg4mK1btzJv3jwmT57MxIkT+fjjj1m/fj1eXl5wdB/qZ0j8HnxG6Mvq/AXclgpKsb3xdrZs/ZszZ8/RocttVKtZh2PHTnAhJoG6TdoT0rkTjQt4yJw/fZTE+BhatruNvsMmUMXbN89ty4EDAyLiBTgppZL07/2BmSJS2xzEHC1C8mF7yrsphW5iajanLqdwODKp0mq3AJMChmqv2mu0QaVZ0SuZ1CCYWffm+XcW5etZEpRSZKenoFLO45Z+gdhIISMjDHf3/EGzC8PNTROIEyZM4Pfff2fOnDl8//33FivcJg0HX/P2LzQPBqUgfS7/nG2Bd/OhhLYQTp4+SuLJY1StEUjrbrcWWXdmeiq+1TUPj2o1axWr3Q5uOgKBFbrpywVYrJRaKyILRKQt2ivXGcCuoNI3jdCNis/gxKUUzsekk5CaXd7NuWYmBQzVvqzR4u/Oil6pba+DkDXz928/EH/+CB3DWuJkyqBfv370uuU+li1bRvfu3Vm6dCmNGzcuuiArRIR27dpxOfoKR48eZcuWLYwcOVKz31bfRxL6sjouaNfb+1/g0oFMn3q589jrNWpVrDrf6/k6kHffHDgoCKXUKbQREuv0sSUp74YWuiaT4sSlFA5HJhNz1b6gN5WN0hYak8b55xPkZqrVqMVT4wcS1toy0lmbNm2YOXPmNdX7xx9/4FK9MXvfeZf0tFQtylmwpt0mdoP7gYnxYXAsFf7zErNCN11TfWYmjfNn1rcxRWd04KCUuGGHQ8MvJLNo8wU2HoxzCNziMnBbroeAEU9PT1RWuo0TisZmEHHzMRHGP/wovjVqk5yqlX/v6LWaGaGDJnh9MwGvfTy2dwxftNpYojaYyX1L0K9x0jjbE0kcOLge3JBCVynFzvAEUtJNtAnxoWvzari73lg+jqUlcCcFDM0VQrlarq7pGo8BOGUn5VsJo1jowlwC0rSPQQj/uHIl7h5V+M/737Kn00V4Yy6zPfbrK/SGaYNnHd5Aqvhfs7/qrOiVeQ8Vw/U6cFAW3JB+uudi0li9OwafKs7c37MOTiJkZpvYefwqkdGpJKfnVDSvoGvGGJ3Krvxm7c4scAZuy/eanU8DzD4KpihUwsBitU0C0rR6DNqztY+t1DgGqf8H4gNeL8N0f6gLXACqNoZ/PwPiyqzv+her7sIwX5/DvFCxqIh+uqXJDanphl9MAaBhLU+cdK3IzcWJHi2rc3ubGni43liXbRa4No+N888nPI37FlqfFbO+jckTSDlnIPNX0qOKnjBg1GIlIC1/hjXdLbXdgDQQX3r2zQGVClfH0HPjPQz8aZy27urGCKgzmQcesp72fm1YXJ8DB4UgImdE5JCI7BeR3Xqan4j8JiIn9G3hMWB1bizpo5OYonknNKtruXz0yUuprN4VTVpm5XETM77eF8as05EWWu6kgKE2NblJAUNhTffcNGuTQr76x/lD9jFIHA3OTfGol3fvrE0EZnK1WKMwL+z7mu7wwe1s3lALsvaAzzyatO9Hwza9ePupnTwQ+BYDwp6g+x2j7LoXDhxcJ25XSrU1aMXPAxuUUk2ADfp+kdyQQjcrx0R1bxf8fPIc4/eduspv+2PJqTzytlgCN19a9EoL4WpR3sBt+cq2ZSPWBO4heHIoVHkGsjXf71ztVBfUBcaxBUiZCSmva4K7IPq8C5NHAC48MOk+evV4gcvnIjj5zx6q1QjE1d2DvsMm5E6DLUyzd+CgDBkCfKt//xZtcaUiueFcxkxKkZyWQ+sQbUlppRR/Honnn3PJ5dyykjMpYGiJBs6M52gareGgWcPUv08ynvdtTJ4GfGs3mHUAPGxMfNA1VkEzIZg1XM2koIdh9HwWkl+ApEfA6x1Y8SzcOx9yToHbADCdgewD4DEKTAks/q4dKMW7nxxl08/fYjKZSE1OzA3EM2mcP3wIk55x2GOLy6Qrut2/xvXz5a6k1DSbDHTyBbxBmwCxXkRyA94AgeYZaUqpS3pchiK54QbSYq5msvyvyzSq7Uk1LxdiEjI5G3sNI+7lTK5GaudqAlmZ6bi65Q/jaPZHtRhAM47gF/T99mngcgu4NLMs0GpgrEhGN4F1cXDqLsg5CU4hoOLAYyw4N4O0OXDvWvgt7/r69piCr18gP64YDevHWNan1+8QuoVj8Vagi5WKLnRLYyAtTERttjNv1ZIHvFmllKpmyBOvlCrSrlukeUFE6onIRhE5KiJHRGSann6fvm8SkQ5W57wnIrtFpKe+HyIiSkSmGPJ8LiIPFVV/cTkTpWlYJy+lsicisVILXCBX0FjbbI1MChhKZkY6G1Z8xR8/fcO5k5ZTwM2CtkBzhS2Ba053Hw5j77J9jtEObLYL27INr+kOYwLg9BhtQO6l98HnI1CJkPZfmDpa04hXPQ85FyDzT4Z0e4DmjerRtHVX+KSV9tDRy579h2fuvr0mmJua3eQK3NltwamewzxTXIwBb4AVQCcgSkRqA+jbaHvKssemm40WJ7IF0AV4QkRaogV3GAZYrO0sIs31r7cBTxgORQPTRKT4Ya7sIC0jh40Hr7DnZGKBeXyrOF+PqksVW0LE2rRg9D4w54+PuUhyYjweVbwsNF2L8qyFq7WQNK/QYESc4H//yt9QWwLaug5TAmT8oqXd8SO4NAeXNkjTLiA1wbUrVJkCXxxFPm8ML3WH7P0grvy07SsmPDyGuJgLWryF21Jzy57YOzV3BYibbRrvpAbB2sfxsCkzRMRLRHzM39EC3hwGVgHj9GzjgJ/sKa9IoauUuqSU2qt/TwKOAnWVUkeVUuE2TnEGTGg2EOMrQgzaCN84G+cUismkyDHZNjHk5Ch2HU9g0eaLhF9IKbCMfm1r0CrYp7hVXzesJx6A7QGiIn1ndbx8q5OUEEtIszBq1Wts6Sq2pnt+YWqw51oI3ttSLfM80xKy/rQ8Z013JHxrPq1Wwrfm7QzcBu8IpL4Nqe/Di31AfMHnc9Q0IO0zmNgD3AcBCtXCC94PAddbYf0zsLYfP/2yllbte+W6dsnHeX1gVvTKm07gmkl0A7z22T+gaOPF2aHtFotAYKuIHAB2AquVUmuBd4B+InIC6KfvF0mxBtJEJAQIAwpc31spdUREPIGtgLWK9A6wRkT+V0Q9E4AJ5v25687hX9WNwZ0DcHF2MtdD+IUUdp9IKDJSWPMgLxrV9mLn8YRC85UVhWkphQmSwqarevtWZ8y0d/MfMGuvtxnWFzOnmzVdW7ZZc3r/YPB41OKQhG9FPSWA5XlamoEXq8ImE/TeBS/fD573gMqCp9pAgJv2eL7/Wfjm33DbLJCVgDP0fhCqPM7LabOhSv3cB88X1WPzxopvUmadjoRmusDcDZM6BBcryNHE/YayruNSfTcShQS8uQIUe0kRu4WuiHgDy4GnlFIFv8NrjZlSQPppEdkJPFDE+XOAOXq9SgHRVzP5auFBsQAAIABJREFUaUc09Wp6UNXThcNn7QtiE1jVjR4tq5OdY+Lo+YrtwVDYn0fzr7XySNCFd5Ean1F7Nb7+G/eNmAWuyoDvgqBaT4vD+YSr0VxhXd49f8PcTHhiASQ+AHVjtMUgVz8LLmHw2S2w1MrsM20vnJwDP2jpk0ZuYspzTjRs3g4PT+/Cr/UmwBwEaElbLZZgYd4ts05H6v3E9srQDsoeu/x0RcQVTeAuUkr9eI11vgU8Z2/dRmKuZrL3ZCIbDxUdxMbdRejeshpDuwZiMsGWI3GkZVQMJ93cMIzRK3PNDPbY6AoTuBZ2XnPkrOyj8FNXLdFgGshdTddaAFsL4pzj8HIcmGMdWJkicl/3jfZc64G0Nd3hqXBwDoEvF0HyNvjjLFR5BFzbwTPOFmXJxwo+aQffxQJZkLWd22/fhJt7FfZuXV3kPbop0IMATbRXZfLal2di6EDud7MLmYOyxR7vBQG+Bo4qpT681gqVUseAf4BB11pWYfhXcyMhOZvNh+NY8McFjl9ILfqkMsRaMylKW7WVvyCBm0vGMjivL7Jp1EQHbtO034K0XbNgFi/48LO8NKu8uRqvDY8F+Vjl1efcVPNaeM4L+VhZCFjzRzXrYVnAuw9CzlVI/ZCNf/+XD5KfYUHfm9y2oDPrdKQmOHcXmTUvvxmDJ4OD8sEebbM7MBborc873i8id4rIPSJyHugKrBaRdcWo900gqATttZvzsRkcOZvMsfMpZBUwCFcRKGpAyJYdN59WrM88MwY2nzTOXwsc09AQWMbL6hXTlmZqTgdYPVqbxABwORMy11vUmS+/rXJUJqgESP8fmBJR0yzNE+bv5kG43H2/ushXz8HdbRl13wdw7BFmOf2adw9u8nCMZsE763SkfQOKureHg/KnyBcUpdRWLL0QjKywpxKl1Bkg1LB/gGKYF5ydqFTTd4vCHlvspIChupBMzZ9u+G4W2oX64JoFpPmPZ22DtRpck/CtKLMgfb4FvLEXRo4E0zpw6297MoX5PD0t9/wvusCMSLjaHAIaQORUeLglpCWhfo6HrNtRT7XT25BfeMuwF/gOmFXdMtiNfKyYHF9TG1y7SSnOANqs6JVMIjifhjzpSnCFnyxxo1EpYi/4VLnhZisXilGAWruM5QpZW5peQZqrrXzW+wYhnKuJbvGE/tW1+AsZKyBknuZ9UFiZxgDoa7rD5D/hRHMYNRIubwbPF2FJH7j1AfhtAow8AgO/yC3GbHqwHqybHF8zX5X5BvQqKWbfW+P+dcEscMssiOGNg4g4i8g+EflF358nIqcNb/9t7S2rUgjd9EoUFawo8vnm2hpEM9pdC2JNdwtN2UJrNgrfLZ55QtAwq8ssYI2+rxbnremu1e8ksDYbZiVD2H+QT1xsasdAnl3WKPjn+0M9YN1UcAnVzl93N/zLA8QTvr8F/EPghxn5bL2gCVZr4TppnP8NI3BHm92/rF7/7R1cLQ7FtQU7sGAa2hwFI//So461VUrtt3WSLSqF0M2+gWwL9rh8FRVPIHcVYFtYxycwD5h57bMU4roAVk+J5cw065llA7fB/Tvghf3ww6+oRt0tBbPR1GBreykKri6zEKSardcEWX9Di/4Q2gv++v/2zjy8qup6/58V5hsIIoOzDGoxjglBtOI8Ida5FI1WbWtrTK2VauvQ4VuttVhHbKsx2lqtWizVOlakaPVHgaolXBA0UiuDUq1MSjBBJGT//th7n7PPyblDQiAJ7Pd57pN7z7DPvjfJe9d591rvmgKE0asl26TI1/2iqBw6mG9/PKDTa7zVPdKaaG1GQa3W37dI1OtkMDDSu7blgojsDnwJ+G1bjNcp7tsbtx3O1ShMZ13YqBw6WLdVdwjUrS6rWvEUxCvVTB4v0Jz8IHq9GSlkbn1IZNYtbJJqFkEGmQWfNcGzq+G0fzt5vE26TNgh3mZjHHwy/I1A4w0Is+kjqL8GPjsCdjkG/vVFuFTvCr4I4ucY3NNvFd+eNCAk6KZC4tp3Z0HRbO2HUNEV6mrTFAHVjVAxEiD730lrULVkWUiy27Dc0KUfFJ2Y58FTcrqMTQKuBuIlrTeJyP9hvHSVUhvyuVyniHS3NbgLIM18FQadGflHi99mZlx8S9JpZ6RCecHKACaDQQ0/oplhTUB25jU4EWbPAl3cPWp3uPsD+OR0+Pz55m14nOg0mIe730oQBTvDbWvh38fD7QvhmnNQ934Lbv1Mn2/OcQn82x8PCLRdu4Amc+uRgvpO6zZW1X8ZFRtKob6UPo8DI6E8RSgBtKTctzUYic9sgFVKqZHOIyBcETkVWKGUqomdcx2wL3AIsCO69iAveNJtJ2Qjz2BfTLeNw/or2G4QAcFZn4WjjDGMKx/UlyZrxfFshnh2Qv0muPtrMG0wTLlKp6N1/1Iz4xw30o1HqAGmjtYeuvcvhq/fBmuAO9fBjrvDmg9QV0RzeV3idbMVOivRZtJq5Qb9s8jW/WwhMrSOda5znTfQyYjRwOkishR4DJ06+4jxpFEmuv092nUsL3QKP92q57evlBabChYYiWNSfoaGdfY5NcykwocMqV7NFsZcrwaLGw+Ca++FqVdBvMecsyCXWCJcm9ZOYU6kveeXYexbUN3jPBi8GAbsCZ9+DP13gwNPQA49q3nUbMbv1GQbu+NIJL3adHTBa2TL0sM6O9rCT3fkjqLm5CkvyJT8GlOKyDHA95VSp4rILsa4XIA7gc+UUttvu55tAUH0asp14/m5YCK9pLJbi3g2glscYZ4HzmCZ9F97/g+fhlPPg0kfwFsNYTt1x20skCdqY4Q9Mjavoxp4789QfQ9QMAjOfxX67QqHfRn2PAh6XIO6oimRcG1+bqdEbTrq9lZfGqSL2VTASEZK/2X6sR0RbifCoyKyAFgADAB+nu+JnWIhbXuDLXaw0W1AWEc1mLY6s8IKtEyygAvn/Lh3QkTHtShMh/vseH/7KoxdCuozeO4e6PY6TJ+AOmU2TA0JVxdIHIEtdHDtHoMo+I4UHGOIuTdwyivw6GswfTmcshc8uhv0eRvYL7KoZkm4oxVEVK4eDMWleVWG1XWHovrwZxKq+i+DJW08SY/NhlLqFeAV8zx3W+wM8JFuB0HGRpFHNTRbjIoQbhxJqV8ZOkNEshfcxbb60uQ82KmjQXrCD4+DT78HY2c2XzRzf6IXztYeVhgu3Nn53ZEKzz1lNqyeAt8cBI0b4dJR8NbuESLPqA93BBTrTJOcks9I6HMdOuKtIUgL89i+4Em3AyDTIkbl0MGBgbdLWBF5wb1djROsRey5LJoZLQl2EdeA7U+XlG9eBEcshm/uG0bDZn5xExxZNJOij8P0t7rFRt8dGWZQyCQFBf3hz7fBkeWw7wTY5ym9fcj0SGTb0aJcCDsvZ4Orx1NcyuRinSpGfamXD7YzeNLtIMiVOla14qnk/NtscCNLCPThSBSbQLKBTpvpepf9BK7bA377hj6u7htw8rRmnSOsRFHdIx1oyovHQ93dKf3ejCYcWTA7/RA47CvARtSna4Lh7um3KiBcN3WsoyAb8VYOOpPqRk28crX+nVbMQ6eKeWx38KTbAZDYA81NHcuAyosGJqd/uZHp2Fmhd667QJYUEdvc2LjNopMORmEaDiuChxdC/S/g6HGw37PQ+FaEPIOiihkpKjaUsnakvpUuqYWiA4mQcuQ69v3cdBJ8/wVkWi9dcTaqMCDbjhjtQnYDI9uxoWrFU1Cb1gtk22m7oe0dnnQ7KKoeWtksKT4xVSq+eOYuqk0dreWH+tJQhrDbMp3rFlPYbeanmiCaFL81BxlbD71/Bk9O1tVq9TfCpz9ELUnDo6NQY9aH/hGFafoObED9VBczUF+qF9MsZqQ0QQ+Zrl+PnQU37gGqLiwHntYrIOhcxNsho2An7ct19fLE2zmQYHgzVEReE5F3RORPLWm467MXOiKmjqYy7n3r7AOT4ZApWwGi+bZuBGnHiKeS2Sg4fpwzfpCLO/wIXdY7dTQ89jEsvRR6DINTVsNf74JRd0TPmVuPmjoaKQQGroelIAX1YWRsS5KnjkYmzUSNKIRNC+H5TfCNBk24Y9Yjk0JvYEu8HTnydeF1204Pa3hTZF7/ErhTKfWYiNwLXAxU5TOQj3TbGUmuY0BQTWZfR1bGs2m68XzbGalofq5dSHPkB5lbnxjZxqvN1ATREak99uhz4O6zoGAX+P6t8GI57LE/nHcYFKcC+UBNEOaN1MQu03pBYTog3GDMGSmt7zYVwp9ehpv/Ct1PhRd6oi7/bzB9NWa9jqLRxKvGrKdyVGHkI4iTcEeLfD06F+KGN6Yg4jjgcXPIQ0DeJX2edDsAEq0dDeklupI9tFL3QXNvTTNlK2Bu6ZMq1Myx2WwSg8Uxe/6Q6SERNy6Eq06F1Hdg+C+h7lz4yzSoGwdPflGTY62OtEtWrQrINihNhkDOqG7UL1dfANxaA5Muhq8OgvV10PecINpthuKUJnIPj9ZjgIjMcR6XxPZbwxtrvdUf+EQpZf5qWQ7slu/FvLzQwRA4iDlOYhEHMed1pUugCWQaLIwB4PjeQnNHsng5sDXGmSD6ln+CaIIsbgDMIthdq+GqP8JZF5q2PrfAsbUw5yXofjEsPVFHr8MxmmyDPg9gyHTUkPXItHqYpKjYUIoA/X/xCzjk4IBI1fzr4ZAz9JyKU5F8XSs5qDHr4fUwoo2XCncG+cGjbdHUD9aNy/PgKdrwJmmXa3hjyoAhuZNO3onkPtJtbxSmExdTKgedGZrZmOOAaBrX1NHNF9fciNZdNHPPdXFHqlnUCWgpwDaNtITrRKhqzHr4yQBIfRcKC+B7BfDsRrjrE+Q3+2rz87GztFzgELsaURhEzzZ6VXuPhpOno/75OKzdH84brXXjK4AH94fTv28IVoXXds6H6OJahy6k8OhsaGZ4g458dxARG7TuDnyQ74A+0m1n5LXAEvdQcLZXTh2to9ZM7mDxczKMa/Nl7eJb8HrqaGAWDFwFR2kCl0kKtfREmGrOW/9zOPgj+PsNUNgPddsDwCXQC10IUduAWjkA6krglaWo/5NwUewPH8KrZ8IP/wBDfwuXzAnmw10AF2rCtZHvhPBcu11NEO55aGWn1G7z6Zfn0X5QSl2HtnF0DW/OF5E/A+PQRHwR8HS+Y3rS7QyYERYTRLr+QvbsBed5kkG5GxUrS94m20G5ETWAIVlbXBFIDpMULF8OvY6DnYA1v4FbToXuL8GSm+DjvWDpr+HktXB2X3jgLDj/INSlo+Hi3tCnFk77AdUlRVTE/hrjZEttQyAnyLRewT5rgmO/JDyBeWwFXAM8JiI/B9LA7/I90csLHRWunFAfltFGPBfiFWd2WwwRwp2RCktvbfbCJBVdMItlLQT+B655jbndV8OPgCdvhZtuhV++iex/DPx0J6RXOZz2V1izHI65ANZXwTdehX8qOOE38L3lMPgg+O53kYIumnCPagjmd+9BhWGqWIaFMist2IwGKytYn+HOAP8F0XmglHpFKXWqeb5YKTVKKbW3Uuor+XaNAB/pdlw4+mmQk2th829d2cEiU1QLkWNddzEVlxmSZApDaNV/1xVmMs0p+a3YBf5vbDBucP3aF+E3IKeZwobT0NuGboArr9WZDcUpFKCOhXV3pyiaA4xMUwGopwuRCQ1g+6vZyDZGwvb1Pf1W8e1FM4O5dhZ44t2+4CPdjgy3Mswt6XUtGt2o1G1x4+bXDj8ijGydqDnw1HUi3SAP154/ZHoQ0aoRhVz6Rr0m5jHr9biLZsKoPvCCuUZtQxB1yrReUGwW8mq1thshzKUnoo5NsXalPkaNN9vngPop1E0BdWwq2qyyqQl11JpmEfA9/VZF8nV9xoJHR4Un3Y4K21nAZCcEWQq2ciyeLmblCNcv17FEtH4KsmhmaKtYX6oJdERh6LdgKtmCAopiTXrWmczNlQ2yEIz0oMl+QHA995Y/0GYtWdY2wJDprBsHMiV8K2svAIpLmT8F/kOZ3nhHuIBH/aNwX9gzUE0Q1Ajty2AJXo1ZH3bVpWMa5Hhsv/Ck20FRtWRZctZBJutGW77rRMZq+BGh9aJrZlNcqktt7bFGqghIdG7UXTtIwRoyXS+oAaw05OroqjJJIQX1QdWZ3e5WkVGciqR8FR23iqINBOS7BKjrp8/dmxrmTwGoQ436ALVuNXzwAfTpA01N4TXNfCMEf2VYzuw6lHl4tDc86XZg5NT6kqrM4kTt5ulaWCMaiCywWVkiIGsH1nTGIiA6R2dVEyQk2IEOyRU7c3AkBjVmPbw3gIfmwif1QBkMBaiBYVOgaDx0vRv488/goePgg9/C0O/CnnvC8P9Fx3XmCZ23aaXHto+cpCsie4jIyyJSKyJvisgVZvuOIjLduOxMF5F+ZnuBiPxBRGaLyP5m2zEiokTkNGfc55wKDw8Hea28u6bicThkHIlap47W3Qpcq8apo/XtuxspO1qvWyZsCxsikSsh0QURcZwMp74FTz0FL78MGzeG5z7fDSYcxUWTu7HnxJ5MmAJ9B6xlcjEsHg/3/QSmHQiMug0mpKH8Z3oxbsMYGPsc3NnUbC5J8NKCx+ZARHqKyOsiMt9w4A1m+4MiskRE5plHST7j5RPpNgJXKaWKgcOAy0RkP+Ba4CWl1D7AS+Y1wEnAa8BZwFXOOMuBH+UzKY/msETcrBllPE/XSQMDxxvXWikWl4aLZkZikIL6iA+uC7fxpCXmyAIZBMQcIb+VDtH96hXY+E3YdVd+/sCDzPzPcli0CD6ogll10Hsjpd0/44HHDmbPQX3p/zocMA7Ka+Gq94ZDn2Gwz3Los1xfe//joGQM/PsWmDs3Mpf4/D3herQBNgDHKaUOBkqAk0XkMLPvB0qpEvOYl89gOVPGlFIfAh+a5+tEpBZt7nAGcIw57CF0w7ZrgC5oY4gmojXK84FuInKiUmp6PpPr7LDNJVuKnLfGeXSOcBs66p8NQZFFIB2YtDTl6MQKIx1MUqjL34fGWrjhQti0HPn1bqEdoz120Uyt9dY2RE1p6kuRub1Q33kD9nwYLj0Y9cXDaTrsMF544QWebmzkjLPOQva4HNWtjPSjw+HMB/jB/v1Z+CEsfRxqNgHDF8GrF8G6r8M7jcCrOtq+VWDh7vDtX8O1C1CrvoQM2APV1AQv/57K4V+E2/ZHJimv53psFpRSCvjUvOxmHq3OS2yRpisiQ4BSdCS7kyFkS8yDzGHTgKOBZ4A7YkP8HPhxHte5xDr+tGR+7Y1Im3RjQJ6p/xmESfxxs/L4MfHXASln6csVKXhwFsyaFUHY59Z3Yc1GVPoLqAXD4fzXoeu+cPrpMLgUtW6VTgmbNw1OrIaTZ6KevBmGPAJDnwwvfmcTzLgAdcvhsOelMOJ/8IWXACgoKOCUU07h9NNPh6bhOhJf9zaMeRpOU1zeB648AK4aD+c8CdfeDCx7A646CQ58OVyEm6SgSxfk7Otg4Dfh82dR0++DF++H/Y6C9Avwy/qsDmoWdR+v5NWXnsh5nMc2i1wuY9bEfB6wApiulHrN7LpJRN4QkTtFpEc+F8u7OEJEegNPABOUUnXaUrI5jN3ZuRn2/UNEEJEjs11LKXUfcJ+5bufKdN9CsESbWG2V4LNgo9dAZnDIRyYplC2icIspNi2FB8bDi5fDC8fB2HH6vqVvA5zaH77/NLy4EjbczfePWcNtQ6fAmCPgxjEw6veo5W/Bhl3hkttg2pdgdTF89iJcc42+7urVqP79g3msLQZI03dOqdaRi1NAA0W1DdSNG0BqykH8l4+gRyHssgusXQt9+2riLU5pS2lAunSFXb+NukVQK3ohg9bzfzeUsf7jfzDsobKcn+0/nn+Ug794Uot+Hx4dHCkg96/eIqPLmIVSahNQIiI7AE+KyAFoT4b/Ad3RfHUN8LNcF8sr0hWRbmjCfVQp9Rez+SMR2cXs3wX9DZAPbmJb1XZds3CTT5tNXgg6/Sb1OXOOASfiTdJz3QW1hE4PAKhNoD7XT+O9zCaIjk5HHwHHf0sTLtGFMdm3Fnp9E074Fgy6gdvmlULT92DlaC1H/Pl2eOZ4GHw23P0XWHokst9RcN118N6YwPdWakboxyOCmAyFtcbgnBmhdWPRgXBS7RtUPPsRbKgHdQL8cnrouVBrsi/cvGHn/f7s/0bx4XvvZPxcARa8/hJNmzbxpfMnsPuw/bIe6+EBoJT6BC2lnqyU+lBpbAB+D4zKZ4x8shcEbeZQq5Ry5YJn0O460AKXHaXU34B+wMH5HN+Z4DqGWbKNSA7ZpAanQ0TW7AVXz7WLYwlte9wIV132GjT8HA69HvXdlbqJ5D6jg64OzEjBuhL420nwyNWRLr3uWMxIaTvHQ8+G5X2RQ/4N3yswfrZ3Q/pS4HMY3APGGpvFab0iC3tgdOBi/aW0bqIpjqhNw8BVYUQ+cBUyt54j6+qhaiK8fix8+E5QCReMHUPBH7Vnr9zViwL1OVqOS4ZSio9Xf5j5s/bwAERkoIlwEZFewAnA207QKejOEQvzGS+fSHc0cAFwnJMacQpwM3CiiLwDnGhe54ub0B6U2zacyDebblv10MqANHMuos1IhRGyPb4wHZTt2nLfgFCVgo3/gmeeh3+Mgs//ASeeDFNWwpVvwGdP6Ej12rth3Esw/1uRawHhWDYiH3Eq7PB8WF5cnEL2GglzboG+f4GDXo6cJ5NUaEpjUs6qe6SZXAzUQJ/Hoa4HoUm5U1kGwFePgG8+Br+9GrCknQqtHRPS1wD+8OAw6j4OP894JsOQ4SVs3PBZ9s/boDOZ6Hi0OXYBXhaRN4B/oTXd54BHRWQBsAAYgF6zyomcpKuUmqmUEqXUQU5qxPNKqdVKqeOVUvuYn2uyjBG485jXz5gxX8lnkp0W9aU6gktAtqg3TryVFw1slrZVedHAsKusNb8xVWiBb8LGV+GTI6DboVD+GlJ1BvT8Mrz8HvzuCbh5BfzoJ6hXn4CN/4TZu8OGp8NrGYmkWTqZbdkzZHroNjZBYNAqKNgpYrlo08kiBRErBwQtyQHmTzG+C6ZAo/rvKZ1yZon1LoGDD9YLZ5Zka8PiDrdTcERS6XY0i+bPzvg5F+0wgJ332Dvj/iQ062nnyXibh1LqDaVUqeHAA5RSPzPbj1NKHWi2fVUp9WmuscBXpG09mFbkGZElEwGIRML2nzyi8zouYYydBSf+DjbOhn6zkLsPaT5+14PgpZ/CLS9CQx089wR8UgW9bwyiUSBoj26jVTC39bZderEjccTa6QTzNiY4LD1Rk2l9KVJQT7k5dSjw2AKoW6BfV8yDuu6Y9kCp4JpJ7mLB9Wobwojc7v9VPzasD/8PNid1LLizcHvWubnTGeBmqHhy9gBPulsUVSueCrRLu2DWLFIyskOuBbescN3IADYt0YR77xWaLL+zCG7/MuqK+mbnya93gWe+Aee8ponYolib3sjc+oiPrkVAgg7ZB919RxSGBFnbEPg1yKKZQXmwGn4ERR+XQpleTLvkRqAM1q5MoZ5Nfpuuf4Mdv+m8kJTVCv1oOi90JuvTq0v2z64FaFVp8R0p/ZhDqMF7bNfwpLuF4ZJp1UMrW+2dmtQLrZkDGUbT/NXZULAb7Hsk6sX7Ydj/wdSj4bh7Qt3XaasO0dtyN1qMR4+BR4OF1Y+NX4NMUnBUQzjutF5hBVzcoWzIdIoOa6DgjHrk5QYmN4C8C/JyA31frQ/6tMURibpXr6bpvFRAvgV/DDNBms5LUZTqnuOTbR2yyUMu6g4HRgLFpaEc5LFdw5Nue8F1+CJPv4Wk84kRwB0poAY++z3cfjbsti+8cxF8ejW8dEmYlWA7RrhZBa52a4xvItun9Up0IAsKMYzOKpOUJmeXZF0DcqsFT+uljxtRCLUNVGwo1dHvjNBO0s4hcDOz5cZLT4x46srq1ZF5qRV6e68erfsTz+v3YWSdbIukkxvQUa6Hh4En3XZCUpTaknObnWfdxIpLdWfewh9Dl19DwcmAgoId4bPfhV4MxCJah2At4QURqol23ajYHcfCXdAKZIS4taNB3d8HoIYfQXWj2WDatbtfJu413MU5Gz0H2wbpYgk3yrXo16cXGz/PL0MBiHZgxtFkbUqf6dIczLM2DXNiqYGrBwdE3PT+Mqr6L/PdITwCeNLt4MgWRQWwVo02X3dGCroeAE/9AKoa4O8T4b534MyuEWNziHo0JMoKbiqagySdNxdkWi9NpCsHULQB6habhcU5jiG68ccNOl0MmR4x03EJPN4bLankd83KD3npybx7BurMCePEVrl6cKjJ4vSnM59JdQ8z/+KwG0fBHoO1nOCxzSCLy9hQEXnNOC3+SUTy0rI86bYj3OioJRGve+sbWUEfOwuePxxGvwmXpHSqGOjtBxTC96ZEyDQgUtfKEZp3nzCSRJK+qoYfET5Mx15Xzw3GmdaLtYcVUtcvjfopqGd1mlh5LTCSUBc240Q0YRvdOuMFObr9+2s9t7YBVBMz9pzL+vXrkUHraWpq4tTTz6BHrxSf55GPWznozLAjcWGa6hKoLiEk1cLQFpPatE57SyDY6kbCCN5jW0Aml7FfAncap8WPgYvzGcyTbgdC4uJMBj0wchs8dTQ9uwn8/CA4phwaF8G9/4NuhwT6rCXPQMdNcCpzW/a4eq/boyw41j4fMl33UbMRdHEqsURXjVlP0eda47SuyjJFF0aAIfzCdEBskYq6mDZsyXfpEauYMGEC119/PVV//jM3XH47P/rRj0g9Vo9a0Yub77yXh5/VH+CmTRuTP0gXhWnqumuiVT/VGRXlteiI1ji0RT63BMKt2FBKeUqnveW72ObRsWFKfZNcxo4DzF8wD6Gr0nLCdwPu4Kjqv0xLDJn8GTa9C8dcwtev2BOG7gOpy/V2RzKQSWGkGr8Fl0kK5Ta6hMzHORVmQGQhK8DU0ci0mWHTSuc4NaGBiqmj4cpZrHs1RZ/rdJse9VO47yeFVMzRq/1Fc9KRbUn1AAAgAElEQVSo4iP0vI25jXKsI+01B5f1hs/2gXMUN3ZdRe/evTn33HN5ZlyKn9zyAKsbenLQoSewf0s+8BooN0/rpgBT0PVGc4ArHa+LGakgmq3AuVMZO4uiqaNhZJqqJV7HbS+sbjKLmPlhQMzR8D5juhVARLoANcDewN3Au8AnxuALtF/4bvlczEe67Yj44kquxZb44tvlL1wJV5/Gp/+7AL4KXDc/ONa1cFQjCsPKsJieG5Cr20mY5lJDPMq1t/zBIpttRGmvW5sOI+eVA4IqsuoeaeoM4cpp2thGXm7QBRGHmws4EaQrL9jXwU/phVR/HXr14d3Fizn9nG+yx8FjuXjCDXQfsA8HHXpC1s+zGepLKRpmPCHGJey3RShTR1PdqCPhS27U7zVSqJKH37FHh8IqpdRI53Ff/ACl1CalVAnavmAUUJwwTl6OiD7S7QSoWrKMSvti6mj9vPFefv3LDdDzLQqv6RUYkjdrwx5zHdNEGNo5BlGtE+nG83ATtVxLvHbfopmwiKCMtzwFkxvScFAh5d2BtQMo+lzfrk8uhvKJoK6DgoJ6/Zc6dhVFKwewthiqF+joMXI9txrOvq6Fpv79eXf0GI4/8Xb2fO513njtJY7+0kX0TPVu1WcdLI6hc4YBKmajdd3CdGBqVD58MOsmAjUwbzyUPJyicihQX6q/FJf4nNxtEUqpT0TkFXQXnR1EpKuJdncHPshnDB/pdhDEU5WawZKiUnDje3DkodBD3wjLoPXJzSljEVeQChYj3EDjjXnyxvN47Rh2XxxxScKW+VIDfa7T/rlqPJx7ICzeSzuMqaZCPd40/cURVKeZXN5gzOJUs07CNk3spjvv52s/uIs3XnuJw47/cqsJl7GzdK7wgVA0rJSiw/T9abXpfGUJt3LQmUxugKLZULTBNNM08Klh2x4yuIzVAi8D9p4ob6dFT7odDBmJd+wsNm7cAH9aBf9ZDV8BXCN5S7RTR6PK5iaPEev0GxDviMLIYW5aWTyX19V2g+1JRFwDRZ8TZAPUGe/cJe6FagjKpINr37OKgjPqQ/9dx1tB68W9wtLfSQrVuJHVn6xj5933YsxXKum74yBag8qLBoZlusboh6mj9XvYEJ1j1Yqnwi8UoG+tfh9VPrrdVpHJZewa4EoR+Q/QH22BmxNeXthKqBw6OOs/ZdVDK6kkOVJqamripon/5N3Z/4CTdoDxA6DAkN7U0XrF38nTFdYHHRSaGd0kdpQIVxwickNM52WqiUynlkb8dpk6WssL5vyKDaVQnKZugdZsizYYFzF0a/XF43V0qMZD3btpvfBkCiMSI+gx61H9+1MwzVyjZgRMmAWfPcEpX3qdZ/52BWPPyfjR5ocZTkdk9zPLYEb/6KJlVPXXhRAe2zaUUm+g25TFty8mT+NyF550OxCSCLfu449Y/K9nOXPskRx3wXXctfj6cGd80cbVb2tGwAxNxkE0a4g5IMypo4FZmbVgt5W7ae0DsYjWHhvJaJhJxfAjqNiQ1iv8JbDOdI9S4zXxqvE68l1XA3WkmXxQIRVTS4NmlxEJpH9/ZNB6ZJLzPq//kAMeqGbQ7uOgy65AK8xoXLiEm6+3MTq7JBq+e3hkh2Rz1u8IEBFV9Xznum1rbRfgOOTztfzvjee47pqr6N5dF7tIzQhU2dwwijXkGGyD5BX0WB81t8QXiOq7EJJ0fE6xdLJMRjkAzEhRt8AsnBlLCGUkhteMjWN5Suu986fAwePR0kICAklh4BoY+wCX7LiW+x48krsf/QIFBW2jksX9FlrlKuax2ag8ZTBKqdwdRbNg8P6ifvSn/I6tOJCaXD3S2hJe0+1geGfh67w9bxZvv/oUTR/O5gdXXREQbjOMDaPUgHDd7RCmOblRsGMkE0dAnCZCDjAjFVlgsz8jROtcUyYpmKMJt2KeJlZLuJso49wD9YJZ0WyQG6CkVi+suXOwRAumDc+g9XDaw3DEudw/6jrkniPajHCD+Zv34AnXY0vBk+6WQGE6P8+EGN5Z+Dqr/vcehxy0Fz/+7vlUXlpBKmUivJoRwXHBc6vn2ucuxs7STltxr13rHma7TLjbYgUSdl9AskaWSCq0UBNEl87+PUVdvzT3HlRI3eGaWNdeoPNel6C13C7UBHfkdT3QFo5z67Wdo7m2JVzXG1et6MUv9lkPP+qHmiCbZUqeET7H1mMLw5PuFkDVkmUtXslWSvHB0kWsXpbm/C+NYoBpVS41IyJRrCqbG+0C7ObnOpFaBO52S8JuWljc3cuVD6z+Wx9dR1ATTLtzm/trjboBakzaV41+uQRd7uumVg2b4rzI0NKo4I8NgXOYmiCsWrWKFfVdQK3ZMpFoC7Rcj+0HIrKHiLwsIrXG8OYKs/16EflvrHdkTviFtA6C//fXh3nuD7dx1pnamCDUZ2mWlRDARrqmfXncGyCu+wbnONGvFRBkkkIVpkNN11o92qyEBFexwErRRNt1h2u54JJnoxVdB4+PnjcUoAxkA9pKxFyvrl86yI0toCGUF84DeXANA/e8CbofC90HsNkLZwnwZOuRAY3AVUqpuSLSB6gREdOvijuVUre1ZDBPuh0E/3r5SS745rc5+RjtDBakfBk0I1uIaLrNflpY+cGNjt30KNw0sdJAemBqqP1a74bgWJPXq6zuayLcotm6kMBmKlAGPG78FRziLRoP8jlwpUlzq01DbZrJJdGFuYg/brce0GUIVZNL2BKE6+GRCUqpD4EPzfN1IlJLnj4LSfDyQgfBPgd+kW9f9l3OOOOM3AdbArXG5W4Ua0g2IGlXFoh1FI77KkSKKqy/bsxnNzjfyBpqgkS8Eiq6oskWAnmhz+PaUazIEO+6iWgPXasVF9TDlQ1c+kZ9osn6siNXw8UXQZcWWdd4eOSLASIyx3lckulAERmCztl9zWz6joi8ISIPiEi/fC7mI90Ogo9XfsDsGS+x/7DyYEVeE6dJBVuhj5OaEagVc5FBs6L6rSmQUCt6BcfqaNmJeq12aiNdG/UaWcKmo9nzC/7YoKPa+tKQzOtLASdqnjo61HKLS4E0RbONeY0hXetRsG4i9L26FHl1JlwpOid3UtSr1y26sF8ccsi5sGk5dB+Nj3I98sF763XWTJ5YlU/KmIj0Bp4AJiil6kSkCrgRrdLdCNwOfCPXOJ50OwguuuoO9uy5nAsvvJBHHnkEAHnERpgNkeqyiFYL+nl9s4IZwCGut51o1c2/jRC1jnSlZoQZW+AOtKXhDL1QVnd4mqKYPMFIQuKtL4WRmqD7GGmhaLY5xui1TFIRuaSAaD6wXZwLvjC+twBO/T1VozzherQPRKQbmnAfVUr9BUAp9ZGz/37guXzG8vJCB0FBQQH9dihi//2b30KrFb2iUe0dKR2RxjISXB1Y3pZo7u5RDWGpcFKGg0GkwGLqaK273mGi4Ssb9EKX478ri2bq1yPDeTBHe5kGi2kj0eeb1jeR7IiaEZG8XPv8k71fhs9fgXP3hp+XUzVqWN6fpYXtb+bhsTkQEUH7KtQqpe5wtu/iHHYWsDCf8Xyk24Ew7fnnuOD8c4PX6qsqSBlTK+aG+blXNiDFTq6uzck1kEdEk+WMFFJTGiVk69NgcUcKm8MQEG7csWysIdkZjiGMlRucYgr3+IoZKSoOhLruUAfQPQ09tA9D3d3hNV05w15fTRB2uGw+rP8VVO0E4/u0+LOMtDGy24wZvM9S8GghRgMXAAtExIoWPwTKRaQE/ce8lOaOpInwpNtB8OJf7ufyC8cybFg0olNlcxHWh4RbmA5u9blSSwMyQ5BHNElHcFRDQJQBoTrbtJbbgFwZ7dQbgSVgm5qWBKsLW1idd6R2GgOC1zK3nr4boSk2hNSM0IY6ZXO1ljzhECiaAn2O5idHHpJ5fhlgibVy0JnOF03+rQQ8PCyUUjOBpLLk51szXk55wazKrRCRhc62g0XknyKyQESeFZEiZ9+tZgXwaPN6iIgoEbncOeY3IvK11kx4W0Tjxs/51ytPc9hhhyXuVyt6NbdrLC4Nsw/2VVHCvdKQiyVDS7KmlFftq8KFNNDR7gzT9TYmPQTShhsdFzrFDHbsWtPfzIxZdzgwR7fiUT+FeReY8YYfQdN5qaj0AUGBhgxyPHSlK+y8NwN32TP5g8uBoFW6dQpLal3v4bGVkY+m+yBwcmzbb4FrlVIHAk8CPwAQkX3N/qOAy5zjVwBX5NuieHtD127dOfyk8XQpSPoyDaHK5gbarCqbGyFiGbTeyBAx/de2Z8eQc4y8615NwchY91pL5laycPN/DYlVNxL4z9pmjoA2uVmcps91usR33Tj9GPauPs71iXCJ1/VZAL2Y9p9/fsDZe+9Ml66t+7OxJFu14ilPth4dBjlJVyk1A1gT2zwcmGGeTwe+bJ53Qd85KqLh+ErgJbS7ukcCehUWsXrVipzHNSPVpO02gp0T7lMreml9ONCINaHahbGK4xoi+baRYgx3zDtSQfvxusOTW40XHRia14DOYuhzXfP52msEZjYzUsH2TeW9eGzKXzjuK1e0ramNh0c7o7Wa7kLgdHR7iq8AewAopd4UkRQwExP9OrgZmCoiD+Qa3CQnZ0xQ3hZx8KHH88ILL3DRRXl8L42dFSw+ubBRrCVYVaZ0w8oEyNuCWhFdQFP7ZrD5jOQDY1LH9EvbQaG8FjAWjkWzoai4FKw8fTXU9UszuSGBzHHsJefWg7lXKthxBtX3HERT127Jc/Lw6KRobQjxDeAyEakB+gB2uQSl1OVKqTKl1N/dE5RSS4DXgfNyDa6Uus925mzl/DodevboxurVq/M+Pq6JxmEJWGpGBDm6qmxuuBAH3LcwLEJIIsNmcLTcotn64ba5tgRcd7gm2eoeaer6aZ236DATTSfN1VzflRiqf7mIXjvtl3tO7YisPe1aMVZbjufRcdEq0lVKva2UOkkpVQZMRveAzwe/QPcV8veLMfTu3ZuePXvmdWwmiQEykHE868CU8WYiwWbXs85mdjFtJHqxrrg0rPoxpb8BCVunMXSKWN3deqEu15eFxWcbm1i3flNex7YHbFZE5dDB+rEZpFk5dDDUpn1Tyw6KLC5jO4rIdBF5x/zMqwy4VeQnIoPMzwLgx8C9+ZynlHobeAs4tTXX7czI9Q/ZrUvLjPKzNZ+UQWGKmRvxgllMM9kQ+US3VgcOTMwd3wULG/Fawp3cAJSFum7RgfoByfJCEj5aU8+ndfGlhA6GOfpR1z3aur1V43h0ZFiXsWJ06/XLRGQ/4FrgJaXUPug1q2vzGSyflLHJwD+B4SKyXEQuRicF/xt4G93r/fcteAM3oXvEb3dwiTceGS19dxE777xzxnNdE/NsUGVzNUEWpiPEm5Gkc8FmLBzVoOUFs5AWwAhAbp2723qdGqhbYBbc8hCL1qxZw49//GP+PPlh6us+bt2cW4DNqlobCRSXBl82rSXeqv7LdK81jw4JpdSHSqm55vk6dPv13YAzgIfMYQ8Bed3q5JO9UK6U2kUp1U0ptbtS6ndKqbuUUl8wj2tVlkZrSqmlSqkDnNfzlVIFSqkH85lgZ4cl1qoVT0U6SthbSbv/5Rce59jjT8g6Vt7Eu69T7dVC2NSzZrAFGRYx43G7sBZHn8f141xTnbbuzxJoyc3mrRRLly7lgAMOoEfhDqR6FyUe11YIfjetSSdzqvYqNpRSXqvllPOHD/babEdACv2lmM+j9S5jOxnbR2v/OCifqXltdSsg+OeOdZRwNbwePQuZ+a/ajGO0NFrNmImQC8ZzIWKQA8bIhiBarS7RkZ1NGSuarX+WpxypoSw8vWi82V6sSSqJ2N955x1eeOEFvnjUGBTCh+/9p3XvIQfcu4zW5u9WPbQyjP5r00wuhrop4efgF8Y6FVbZhXvzuC/poLjLWGsv5kl3CyOIaM2Ci0U84h0z/tv8459zqK3NTLxbAwGxH9VgSnNH6wIKjHbZqAm3vDaUFNwod3KD3m67/9ZN0Y914/T2ig0ZSomBvfbai5133pmJt9xOvwG78MqzD7FpU0IicBthcxeuqh5aGXyJVmwope/DzriFm6HxenQ4JLmMAR9Z0xvzM3eiPZ50twqCf+760mClO55RICIMHXEy0198qR1mGEWwyGb03KKPtcFN0ecOoZYRNJ6kBtSzJlcXgmh4cjH0fRjkXSi6TGc7MHYWFKYTF9S6dOnC0Ucfw6p1G+ndtz8lh49Br9W2HSoHndm8WefmjGe/SGvTVJcQ0WZ9NsK2gUwuY8AzhAVfF6HrFnLCG95sBQQka6Of2jQUl1I56MzIP6YUdGNN3WfU1dVRVLRl9cy8YDtRzEETZm06MLGpbtQku26iU21WBuXoR9HH5kvlylkUGckidBRLlj6ampqoeuAxjju7cstWodnMixgpBgRaX5oXYdrfa3WJ/r1WbCilyuxraWNSjw6NTC5jNwNTTHLBe+hCsZzwke5WgBvpBsjQAXfY8INZsmRJ4r6tDpu1MJLo7XJ9KRUbSinagO4IMS7sDkFNtGAC9Lm59Oh///vfXP79n7AxNXirlf0W7BFb9HJMfVwpKCsK01R01W2KfGS7bUIpNVMpJUqpg5RSJebxvFJqtVLqeKXUPuZnXjmOnnS3EiL/kCMTthl8uv5zNm3qGEUBzYow4ilfxYZ4y4CaMFPhkhuhbrGuRlPHplA/TR6/qamJK664goNLyzjtrPE89+yz7DhoNx6edDVNTXHzx81D5aAzQyItTEfSu4J9bobGUXkUjtgvovrSZpFt3qTtsd3BywtbAZWrB4daX314m16JWUxz/mF3G7ofCxf+gxEj8ksP2+JoZmg+K/B2CFATtuaBkHznj9ft1+XqUjAmO42NjUx54hnSby1h1eqPeWvhYnba6xAG7jqErt26M3DXIfQq7MO6T1bSd8ed2uQtBDrujKiTWXkKKjagSdis11UUhzaQ+SBJRsgnayEuLXlsP/Cku4VROehMGAqVcwbDUGCOsUFsNJ1zzeIa6H/gT9bV06d373aZq7wtzVLNogteYZcHVWY6WRSXQr8069BEC4Z8y+C1n0DJPIKIcPHixdzx6/vZ6YCT2euwkewFHPql5vMY962ftMn7qbxooC7msJYWRzVQ/fcUFXOAEiODmAWwsLgjnXehQjbdNtu+yqGDYQ5UFnvi3R7h5YWtgVimQqRLaSy1aNmy97NWpm0pSM0I3Rbdlv3G978tzbcXGuNy2/V3XLjLpo4B+v0/luLHD+zF3aU3M3DXoVvmTTioHHSmjsxN5GrLmCvmEZBseW3oA1x3OPrY4swpbdmuVbk6lBOyEWnloDO1r3BxaaRYxmP7gSfdLYwgZ9M2ZzQFBkG+an1p8KhcPZgFc//JyENGbdU5yqD1+vY7vmDmwnxxJBFy0QadHkZZSLw2fay6BPgwzdnPweizoXrEltU7Ky8aGN7em8KF6hLTq61fmroeYZny5GJdKVcxL8y2yDdrwV6jcuhgrQ+bbJRc51X3SIeZHQlasEfHQ4buOdeLyH9FZJ55nJLveF5e2Bqwka4htOpG08HO3V5fCjsfQGFRPz5vhO5b0UY2bNOuK9lk0HqE9bpz71fDkuI44VopQo5ar9/P31OUO25j1cCeC+Gc+XDfZSCmyK3ic9ocAeFNJfrFMRLKu6NziceHm6sXOO/jWbivJE3T+9kJ0JIm89Aka7487BdoTsKuTQeacV7He3QUPAj8BvhDbPudSqnbWjqYj3S3AiL/XHOMlmuJwSWI3Reyvr6OmW99TF3DlqvEyoTAs8FmLYzUnru5jHPs8RUbSin6uFQXUWwopeJx+OsauP9bhnCtAU4bNm0Kok4rdbgNNI0LGABlukgDdEmyRd+H9UJfTsI1Ea2VJ6g11zHj5yLQyqGDA+miasVTnnA7ETJ0z2k1fKS7lVC14ilNDiPTQaFE1Yqnorfa9aVMKbmegge68EjXbuw+sJATvrg/ow4pa59iifpSHcEWphMX2VxEIuH6UvgszcX/gZsy+JBHMjraCNWNJuq0Pd0wX2g14TG2VJeuTquhHCW7tghC99dO62sU631V/ZflVfzpZYQOjQEi4to53ZfJfyGG74jIheiv3quUUnnZ4nnS3YKIaIsu3GisPnZruqd+bNrUyKbGRma9+x7P/O1XXPq1cexXvC9bC6psbtT0pr5Uk6pJd0siYFU2F/l/B0OqAD7Zn9/1fpNR+0F5jdZPyzGpZeb4yosGbn7DSPvZHtVAxYwUdE1T/Xcj2pbou4oitL0koHVr8+9V0ZVQa88Am2lgF7708Xqfj1Y7MJp6QX2+/y/pVa3oUlMF3Igur7wRuB3dUScnJIsrY4eAiKiq5ztvlBDc+lo4ebqQXwTU1NTErVeezpA996D67kl84Qv7bKHZJiOi5ToFAXGp4bXXXuOwn5wMPQugoQnGfgI2Jcz0VetznTbAkSl6AY6RLY8CI19m9aVhLrFbtmzhkqrdZ/+95pA12rbXcQspKrr6qHVLo/KUwSilWubqH4Psl1I8nCfpjkzX5CJdY+n4nGtTm8++JHhNdwug2eq8G9Vawm1Bt4CCggIqr3+Qph478s3v/ohvVHyXr3/9620237xRmIb3D4A1B6PK5pJ+400m3vorfnjjHZx9/iVMvPN+bh93P3v9e3f4YAMcdjBAxP5RToPHFoSE2xZwW60HGSI4beEt6k1KmP19jMxswViwx+CAbCu6OmY+vsuDB4GrmMVZ6Ga9+Z3rI922hUu4NiKKRLvOrWprI6ZNmxp5ffpkTht7AqcffwioRpYsWUL//v0ZMGDA5r6FjBg/fjynnXY6L81eyPqm7vTptxMjjjiFgi5dWPnhMh656xp6F+3IbkOG02/grvxhxPcBkxfblfC9O2jpLXqEIJ2oO7Itli0ChBGuNR5yI17078pWiQW/Q+ec6h7p4D34Lg9bFh0t0jXdc44BBgAfAT81r0vQ8sJSoMIamuecmyfdtof7T2v/QZNyUzfnNrWpqYmXn36AHj16MnCHnpQcuC/qszW8/NJ0/vCNedC7S+tb9JCQj7uwHj7dBIcV8ev/TqFL126INP+/WL74LXbafRjduvdMJC+L1uqhzXRyQ6LVjU4xhrmTsGRftWRZpOoPzO/DIeDqEid32rkbsdFyxTxaJYV4tBwdjXTbGp502wDuP3TwzwwBMSTW55vj2noxZvWyefz4gzPgjJDgksg3Z+ufGKmVPwKTzyyB3vPymrerh24JwnJtGClMB2lofa7TEoYlzUxRaUDepngCQmK1sItvRcNa93uqHDrYk3QrsK2Trs9eaANYsg1Wukc6t69zgP4ZztmMdi6RSM2QYOXQwTCoFO7ZCVZ8Dh+8Ccv2RJ7aU/cz3aR45rg/cLq6HFY1glKwdy/oURB4/DZb9CtMg4LJy6G65zztWzAyHbzXltxqt6XJS+Tzm6MzFKpLoMIQbtWSZYmfe3D+iqco2GOwvkE0CDwxTPFD0TCMDNRCCcSX9npkgY902xDZ/tkyRTwtIaKI5hivZnN/rkP3b24AdgaKS6DvPPi0BN5sgNWNMLAb9FhkqquAQ3TRQtFMYFS4+FVxB/A6sBPU3R/1VKg73PQEM9JB/H3Yz6OuuznPGPxANAJuhpaYiCcg73Mdnb2uh346uTgk3dbq7nEpw6Nl2NYjXZ+90IYI/snciihy//NFvF6zHENhOtqFwhqhu9Vt9aXQBzgJ3ei+K/COlgToPQ8OKIRTFsN+KTgIuBB4F3gaGtZD6Q1w70aomAsbGqDiQLjwHGAtFDmdhGxftLoepsIsqcDAeEpYU/O67qaZpVvZZbMB3Oox8z5z3QnEK7taVelVX0rd4Zps+zxOMK+qFU+1mjTjDUg9PFx4eaGNEfln6w/kagKRRwPDZuRTGJMv3O9oJwcYnIWgrunouZjjZgFvwTl7wajxMP5gOOct+OhNSP8XDukC7/wXrh4Cww5zruMUPNhot3L14GiGAHp+FRiSriHwZrC39dUlaMnCwr6fFjR2dInWziEX6blZCkUfl1K3OM26cVBXpt9PVRZpIh/4aNcjE3yk285w/ykzRrs2qrV5vvHkfzdaNKh2rBsq5hFGkvFj1sIXN8BlX4RnK+HVAlg1BIrWwAPz4JjDYeVqqBwL5xWa80oI2qsH+bZOfmyQEWDm4HYLjsNKDNUlZlz7fszDtUzMBKun6zLr/Igu0hy0MB24pFGj51Cwx+DI2C2BHdsT7raBDC5jO4rIdBF5x/zsl+94PtLtAHBTmuIIF+eAOTo6DdKj4hGigSW7qDl3uM1F3ZmgzgCZC2oQ7NoIz9wPqS8ANbD7h/BwAaw7Vh9fXmtsHM3zCjuQUwlWXYIuwbUSQo1jcG4Or9gQnUeQxzsylqZFwpeRo/kGdwG2nDqXeTjmOoNKQz8M46twyY1p1k0EdR3IDcBmLHT6EuFtCg/S3GXsWuAlpdTNInKteX1NPoP5hbQOiEguaqxstdohM5dQM712f0L0uYvyVPNtVkK45Ebtkzu52BxXA5TpxbHylL4dzzqmMZxxW/oUWdKNZ0wQi9K7Zt4WgVN4EZCphbvI6ObeuuPUl1LXL5zH5AbT3deT51ZHR1xIi5f6isgi4Bil1IemOu0VpdTwfC7n5YUOiGbdg+dESce9Xbe35Ulkao+z28tTyeQYwJBj0M3XSAjrJurnAYmW6TbsFV3zIFzCc9zOEkDEfyJjhGpkhvJUOGZdd51DW7dAfy7BZ1OrZZiMcoDJUihP6Si9rrtjM1mbDmwpiz7Xn6cn3O0GA0RkjvO4JI9zdrIVaObnoHwvllNeEJEHgFOBFQ7LlwD3Aj3RGaDfVkq9LiIF6FB8b+BbSqk3ReQY4GXgdKXUs+b854DblFKv5DvRzox8kuTtMUEKWWxBzJJqUkRqI9x4BOy2Qk+MZJ3tkxuAYqiYrcnaRrF2X/z8atPjzc5pcoPjT+BEwTYqDmCfzyb4UnHzbTN9cYAeq9x52RgiGVcAABK+SURBVOdxKJ9oXriRfpJrWKEugpiMdj2zhuZF44GrS2FkmroFOtIt2uBLfTs93tk32lQ1K1KtcRlrNXLKCyJyFPAp8AeHdP+Gdk2fatpUXK2UOkZETgb2Ah4HJiqlvmFI92Hgv0qpw8z5eZNuZ5cX3MopN8fWPo9Usbm+ASYdzCUhS25xRIgzYZ8lwDgJ29fltUSI0T2+Yp5DfDXNj3Mj7DgxJ5G+3Ra/tbe3/tkW3dRe+qdMSdhZFuvLFv8XmhNut9Gt2kuT7rqJTh6xPdaX/LYb2kRe6DZC0S9P0l2Z6ljyQgbXdIUuAgLoC3xgnncBmszD/dDmA2tF5MR8JrVNwm1C6Dx3twVIIFxIJtWAZGoStsXOqZjXPHotTxEQln2451WXONuKCbo/UKPJWj2rf0YI18wliYQr5iVkU9Q6hOuMH4xVo8t7QWfgLbadH9wI2hxfdzhhT7TuofzgfpaTG7SE8NgCXTJcNDuqHVeXkNVj18MDeAa4yDy/CHg63xNbq+lOAG4VkfeB2wDzL8E04GgzoTti5/wc+HErr7ftIKkYwIU1ys7yvRtfMJvcEGYUJMFd7Aqi21jkGUgDSefXOnJBmfMg1HsjiL8mFoXipIg5r22Wg810cF/Xmeg20kfYRN72ePseymuJEHVA9MbWsaKr1oPLU+iINiYlNL2/zOu5HgGMy9g/geEislxELgZuBk4UkXeAE83rvNDalLFK4HtKqSdEZDzwO+AEpVQjcG7SCUqpf4gIInJkrsGNkJ2PmN35MDL2M17c4KZdkSwLEIuA48fFF9YmN2RebAtQhi4bNogcW6Z1UIvJxQ5J2yIJq9+a45Oicvd9ZXrtLrYF5IuWFNR4LQccDFrAcn9mQHktlPewX0rpIOVtcjHQAFVOb7SqJctoyj6cx3YIpVR5hl3Ht2a8vFLGEvSMtcAOSikl2t9vrVIqsYmX0XS/r5Q6VUROAq5EL75tF5ouZCh6cCvKiD6PE1E2rdRqrkm6bTY0WySraR4tx1POItFwWRhJrpsYG8uZp41u7ThxzTbyheKM70a3biNJ0NvdQj8b/brHNcuUcFB0oHnivXE7JDqiptuWaK288AFaRgA4Dngnn5OUUn8D+mGCle0FiQsyuSJeomlSEGqurjZrJYOk7IRMGQvueG4aWPy8ZlGxIytQE5Ktqydn0pazRtmxubqEC/p53RSYbx6WcDdRxibKWEKUhDMRrhpv8oOtJ4YnXI92QE7SzaBnfAu4XUTmA7+gZVLATWgrlu0KGXNRY8UPEKsii+fOEhJtfMEsHuW6xwS6prPPvUZc642jYp7WhYtm64i4aIM+LyC4GkfzjSGu37qIf7FAlHCXxH666EINXRyWt+TsyhKBRlwGfU0kXdXfG9J4tB9yarpZ9IyEf6/E818BXnFeP0M0s2G7QqTkNy4xxDC5QRvEBGlWCdFiUsqWW7Dg5u3aW/tm5FwcjpWkF9tx7DFBHrAjR7ipaRbx6zXLcHCi5kwYSjSydeESrrvAVjcFsMQdkybyjW4D855Ye6UkI5t8TXY8PMB7L7QLqpYsy2jk4pJkxTwoj1WfWSQRcGChGCO7JA+G+DnucZnIOT7PCNHWoH15E5BL5oBodFqX5bi9C7VOt6S+Z7DNEnMmbVeNB5moU8gezT0VTayriVhNBtuJtfxJkIU8tj2IyFK0dcgmoHFzNGBfBtxOqOq/LGPU5Uap2SQCd3sc8agzSC2LbS9PNa9os+cnjRvPd820yBfP+wUy5uBaWHkgE7pQA/U99cNBJsLF3WauVbDHYAr2yOwcZrdHXM8gkrcbOJpB6LBWX9oqRzKPToVjlVIlm7vo5km3nRG/JY0TXTy31YV9bSNTu8BmCbNodvT4pIjTppPZ8eKpZ9muG0FZeI34dS3U+Ggervt83ThNju7DYmjsp33uvo5rvu5i2vwpYdlvgJikE5im15dqD2C3Om0OzUx5bB5v1RKT09sC/1+P7RuedDsA4lFvUuTpRrlxYrYk5xY/2Nf2+Ljmmu2WP5e/Q9KCnCV6V3+Oe0AkRaEWlnzdSDeJeJPgErA933U0GzZFL6IVHajJtGJec2036DrhdAIOEPMstl+UXsPdrqCAv4lITZ6GOBnhNd0OhKr+odabTTqAzFaNllzdbfnm8SYZ3MT9FdxrJyGel2sxuUGnuFhSlFhaV2D56Dzv83iUeOum6NcuMVuylSkEJuTrnAW6ophvL2RfTKvqv4yCxsFUEBr60IheYGyEiuJSKgujBkaujaQn4g6CPUB+np9trTpfu4w5m+5TSt0XO2y0UuoDERkETBeRt41FQovhI90Ohmxar0WcAC25uaSa5LOQKZ83TuxxzTd+TPwLoWh2dv3XRr3rJkalg3XjmufUrhtHpMTYPSZbpGzPifhDoK0cq0scC0jTjSKb9mrJNmjOOc9EyF1JlhHMNk+4nRarlFIjnUeccFFKfWB+rgCeBEa19mI+0u2gsMQbZDmYW1yXZJOiSTfSdaPaJMJtRqQlzYsx3GvHr5stK8KOmdW/1yKefFgT/RmvTouTr0vc5aloJoS7LzL/OVDJ4MQvuKoly6gwaWDVjUSyE5KI1ZPttg0RKQQKlFLrzPOTgJ+1djxPuh0cAfnOCSOzvBa2iJYIQ3JGgz3OPrc5vs0i3IR84lyEm3RMUrVYXPIot73KnHPcGvMgGk6ohCvaAJwW8x6OpdJBmIpX9PGZUJtuTr6GaO2CmifW7Ro7AU9qxwO6An9USr3Q2sE86XYSVPVfFjRLdJFkbmNfx6Nduz8uQ7g/3ePihBvvXZaUnxr0b0uYny32AKLFEUmpZ7YPm9m+LlMhhVM8Up4CPjfbG8MuxXX2/TqGPAGsq5uT/uBKD55sPZRSi2lD6wLfI60TwpJvJh3VrUDLZYCTLVqtLomlThEj3gzVdEnyQ3yxD3Iv6kVSz2KGQMH+BIe2JASLiU53CzuHpvf931dHQpsY3gwboeTnM/M6Vp1f2CkMbzzaEU3vL9Oer+aW2PU2cEkuG6llI9vIrbXr+zsyXBSLSBoZ/lyTNN0kws1U3BGBU/lle7NF9hkT9GadJ4rD1vBW7+3zeGhk7uGxteHlhU6Oqv7LaHqfSFlxtkaROUuD4+5n5nl1o158iowfL4GNRaPxnF73+i5cosyUZxxcDzMXwucRv4iaMKrVUXq0w2/5REc6GWmO8XKCx1aEJ91tBG62Q/yWPp4ClqnENzFiTdiWMSshdnvfjDSdObjIJYHEvSBcTdl+EQTHmOaakbnXl1JEGrpCxefov/qE9+UJ12NrwJPuNoboKnzmXNRmkW42RWtOGFnaYyuSjF5iGm9Sbm9SVJuUphYn9kRiduZQ5BJtfF616ej79YTr0Y7wpLsNwy4QPQqcP1wTcLNoEfJ2yQoiV7fPmyNHuLf9keNjucQW8UWtYHsqTOlyjdsT4ZB8dYlz/fh2d+HP0ag92Xrkgulyfhe68e5vlVJ590NLgifd7QSPLgrJpVnqWS57wqQshYQW5xXkWQyBkTmsFWSGtDYXuQoxIjpzbM4VCXJCVf9lyc7oHh4ORKQLcDe6+eRy4F8i8oxS6q3WjulJdzuEznzQzwOz7hxo1tjSJTcHcZOeOIK8YLJ3k4iPl81tzc2oCI6NzS+IaPsnX9PDIwNGAf8xubqIyGPAGYAnXY/WIR7xZfIkaEagsfzYpEg0brqea8xMXr5JdpdJBjzuAmKQe+ujWY/cyGZ4sxvwvrNvOXDo5lzMk65HBEkap0vEkfQtQ7xJ7d1zFW4kwSXNfGUKCzd6b3o/+7Ee2wGKmlBj1ud79KosxRFJRRqbVVHmSdcjJ6qWLEu8La8ke25wHJki23yN233lmEc7YDmwh/N6d3Q39FbDk65Hq2Gj4qakfXlopzYizXasj1o92hn/AvYRkaHAf4FzgfM2Z0BPuh4eHh4ZoJRqFJHvANPQKWMPKKXe3JwxPel6eHh4ZIFS6nng+bYazxveeHh4eGxFeNL18PDw2IrwpOvh4eGxFdEpSHfYTr3aewoeHh4ebYJOQbonlg7goCF92nsaHh4eHpuNnKQrIg+IyAoRWehs+5OIzDOPpSIyz9l3q4jMEZGjzeshIqJE5HLnmN+IyNfynaSIcHhxP47cr1/eb8zDw8NjS0NErheR/zp8eEquc/KJdB8ETnY3KKXOUUqVKKVKgCeAv5gJ7GsOOQq4zDllBXCFiHTP43oZsf/gPuy8w2YN4eHh4dHWuNPyoUkvy4qcpKuUmgGsSdonuifxeGCy2dQFXaCkiNYsrwReAi7Kdb1c2Ge3ws0dwsPDw6PdsLnFEUcCHyml3gFQSr0pIilgJvCD2LE3A1NF5IFcg4rIJcAlzuvNnKaHh0cnwurNHmH+/GkMGDAgz6N7ZnEZywffEZEL0TZQVymlPs528OaSbjlhlAuAUurypAOVUktE5HXyqFs2b/g+ABGZszXbI+eCn092dLT5QMebk59PdsQIsFVQSp2c+6j8ICIvAjsn7PoRUAXciL67vxG4HfhGtvFaTboi0hU4m2bNVrLiF8DjwIzWXtfDw8Nja0IpdUI+x4nI/cBzuY7bnJSxE4C3lVLL8z1BKfU22nH91M24roeHh0eHgIjs4rw8C1iY6ViLfFLGJgP/BIaLyHIRudjsOpeYtJAnbkJ7UuaLlmgrWwN+PtnR0eYDHW9Ofj7Z0dHmkw23iMgCEXkDOBb4Xq4TRKnNMkH38PDw8GgBOkVFmoeHh8e2Ak+6Hh4eHlsRW410M5QT7ygi00XkHfOzn9n+A6esbqGIbBKRHc2+c0VkrohMcMZZanQVe86v2ng+fUXkWRGZLyJvisjXnXO+Z+ZzjrNtkzOXeSJybRvPp5+IPCkib4jI6yJygHPOlvx8vmLef5OIjIwdf52I/EdEFonImPacj4j0F5GXReRTEflNbJxjRJep3+Jse8XM287n8VzzacWcThSRGvO+a0TkuLaeUwvnM8oZe76InOXsa5e/IbN/T/N7+35bz6fDQCm1VR7o0uARwEJn2y3Ateb5tcAvE847Dfi78/opdOXbY0Bvs20pMGBLzQf4ofN8ILpCrzvQG/gjOvXuaWecT7fk5wPcCvzUPN8XeGkrfT7FwHDgFWCks30/YD7QAxgKvAt0acf5FAJHAJcCv4mN8yegFzqfcl+zLXL+FppTKbCreX4A8N+2nlML55MCuprnu6BL9e3rrf47c/Y/AfwZ+H5b/013lMdWi3RVcjnxGcBD5vlDwJkJp8YLMGx5WrzUeEvORwF9RETQRLsGaIzNZbPQwvnshy6rRuk0vCEispPZt8U+H6VUrVJqUcLhZwCPKaU2KKWWAP8BRrXXfJRS9UqpmcBnCUMVmLk0bc58WjGntFLKdpF9E10F1aMt59TC+TQopRrNy55E/4bb428IETkTWIz+fCK72mI+HQXtrenupJT6EMD8HOTuFF1SfDL628/iL+hyuzlKqXXO9pedW42caRstnM9v0N/QHwALgCuUUk3m+gvMfP7kjNNLovLCObQOmeYzH12YgoiMAgYTpuFtyc8nE3YD3L69y8229ppPNvwWmA0UKKVqne2POvO5dQvP4ctAWim1oT3nJCKHisib6L/hSx0S3uq/MxEpBK4BbkjY3dH+hjYLHb0x5WnALKVU8G2plHqIMPpzcaxSatUWmscYYB5wHLAXMF1E/qGUqlNKTQQmxo5fr7QD25bCzcBdoi01FwBpdOTdXp9PUvSh2nE+GaGUmobu7BrH+UqpzS4/zQUR2R/4JXBSe89JKfUasL+IFAMPichUpdRn7fQ7uwHt1vWpxLxWOtrf0OaivUn3IxHZRSn1oejKjhWx/a0twGjr+XwduFlpMek/IrIEraW+3h7zUUrVmTlZp7cl5tFeWA7s4bzeHX1X4OFARHYHngQuVEq9297zsVBK1YpIPVpr3uJfPBlwKDDOLCbuADSJyGdKqd/kOK/Tob3lhWcI7R4vAp62O0SkL3C0u60d5/MecLyZ107ohYDF7TUfEdlBQm/ibwIzDBG3F54BzhWRHiIyFNiHLf+F1KkgIjsAfwWuU0rN6gDzGSraPwURGYz+m17aXvNRSh2plBqilBoCTAJ+sS0SLrBVsxcmAx8CG9GR0cVAf/SC0Dvm547O8V9DL87kM/ZS9G32PPP4Q1vOB9gV+Ju5xkLgqznG3uTMZR46Sm7L+XzRbHsbrXf120qfz1nm+QbgI2Cac/yP0FkLi4CxHWA+S9GLOJ+aY/bLMvYrZt52Pi9uxt904pyAHwP1sb+LQW05pxbO5wL0gtU8YC5wZnv/zpzzrsfJXmir+XSUhy8D9vDw8NiKaG95wcPDw2O7giddDw8Pj60IT7oeHh4eWxGedD08PDy2Ijzpenh4eGxFeNL18PDw2IrwpOvh4eGxFfH/ARMomyX71TekAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = plt.axes(projection=ccrs.PlateCarree())\n",
    "graph = GraphMap(PRD, ccrs.PlateCarree()) ##叠加地图\n",
    "graph.plot_ppi_map(ax, 0, \"dBZ\", cmap=\"pyart_NWSRef\") ## 0代表第一层, dBZ代表反射率产品\n",
    "ax.set_title(\"Using pycwr for ploting data with map\", fontsize=16)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plotting PPI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "graph = Graph(PRD)\n",
    "graph.plot_ppi(ax, 0, \"dBZ\", cmap=\"pyart_NWSRef\") ## 0代表第一层, dBZ代表反射率产品，cmap\n",
    "graph.add_rings(ax, [0, 50, 100, 150, 200, 250, 300])\n",
    "ax.set_title(\"Using pycwr for ploting data\", fontsize=16)\n",
    "ax.set_xlabel(\"Distance From Radar In East (km)\", fontsize=14)\n",
    "ax.set_ylabel(\"Distance From Radar In North (km)\", fontsize=14)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "graph = Graph(PRD)\n",
    "graph.plot_ppi(ax, 0, \"ZDR\") ## 0代表第一层, ZDR代表差分反射率产品\n",
    "graph.add_rings(ax, [0, 50, 100, 150, 200, 250, 300])\n",
    "ax.set_title(\"Using pycwr for ploting data\", fontsize=16)\n",
    "ax.set_xlabel(\"Distance From Radar In East (km)\", fontsize=14)\n",
    "ax.set_ylabel(\"Distance From Radar In North (km)\", fontsize=14)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
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